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docx format - The Center for Imaging Science

  1. 1. Michael I. Miller Herschel and Ruth Seder Professor ofBiomedical Engineering Professor ofElectrical and Computer Engineering Director, Center for Imaging Science Biomedical Engineering Telephone (410) 516-3826 (office) Email mim @ cis.jhu.edu Assistant Information Maura Vonasek Johns Hopkins University 3400 N Charles Street,301 Clark Hall Baltimore,Maryland 21218 410-516-3826 maura@cis.jhu.edu Awards  2003,January, International Man of the Year, Warrant of Proclamation and Medal of Recognition from the International Biographical Centre,Cambridge CB2 3QP England 2003  Plenary Speaker,Society for Mathematical Biology, Knoxville Tennessee June,2002  Honored Member Strathmore's Who's Who 2002 - 2003  21stCentury Award for Achievement The International Biographical Centre,Cambridge CB2 3QP, England 2002  ISI Essential Science Indicators:HighestIncrease in Total Citations in the field of Engineering 2002  Outstanding Intellectuals ofthe 21stCentury 2000  Herschel and Ruth Seder Professorship in Biomedical Engineering July01, 2003  International Order of Merit October, 2003  Universal Award of Accomplishment2003  The Newton R. and Sarah Louisa Glasgow Wilson Professor in Biomedical Engineering,Washington University, St. Louis,MO May, 1995  Presidential Young Investigator Award, N.S.F 1986  Johns Hopkins Paul Ehrlich Graduate StudentThesis Award 1983  IEEE Biomedical Engineering Thesis Award,FirstPrize, Tau Beta Pi 1982 Courses
  2. 2. Spring 2010 580.222 Systems and Controls Undergraduate Students: 105 Spring 2009 580.222 Systems and Controls Undergraduate Students: 110 Spring 2008 580.222 Systems and Controls Undergraduate Students: 100 Spring 2007 580.222 Systems and Controls Undergraduate Students: 100 Spring 2006 580.222 Systems and Controls Undergraduate Students: 88 Spring 2005 580.222 Signals and Systems Undergraduate Students: 101 Fall 2004 580.222 Signals and Systems Undergraduate Students: 137 Spring 2003 520.644 Pattern Theory Graduate Students: 3 Spring 2003 580.222 Signals and Systems Undergraduate Students: 150 Education Ph.D. Biomedical Engineering, Johns Hopkins University,1984 M.S. Electrical Engineering, Johns Hopkins University,1979 B.S. Electrical Engineering, State University of New York at Stony Brook, 1976 Experience  Professor,Johns Hopkins University. 1998 - Present  Visiting Professor,Brown University. 1994 - Present  Herschel and Ruth Seder Chair in Biomedical Engineering,Johns Hopkins University.April 28, 2004 - Present  Visiting Professor,Ecole Normale Superieure de Cachan,France . May 2009  Visiting Professor,Ecole Normale Superieure de Cachan,France . May 2007  Visiting Professor,Ecole Normale Superieure de Cachan,France . May 27, 2002 - June 15, 2002  Visiting Professor,Ecole Normale Superieure de Cachan,France.2000  Visiting Professor,InstitutHenri Poincare,France. November,1998  Professor,Washington UniversitySt. Louis.1992 - 1998
  3. 3.  Visiting Professor,Universite Rene Descartes.November,1997  Associate Professor,Washington UniversitySt. Louis.1986 - 1992  AssistantProfessor,Washington UniversitySt. Louis.1984 - 1986  Research Associate,Washington UniversitySt. Louis.1983 - 1984 Professional Activities Fellow of the American Institute for Medical and Biological Engineering,1998 – Present Member, The Academy of Science of St. Louis Senior Member, IEEE, 1995 – Present Member, American Institute for Medical & Biological Engineering,1998 - Present Member, Association for Research in Otolaryngology, 1994 – Present Member, Biomedical Engineering Society,2003-Present Panelist,Rising to the Challenge,Johns Hopkins University,New York City, April 2010 Consultant,Texas Higher Education Coordinating Board,Review of proposed PhD program in BME at The University of Texas, one day site visit, April 2009 Panelist,BIRN All Hands Meeting, Lead Standards and Deliverables Session,October 2003 Panelist,P41 PI Meeting, National Institutes ofHealth, June 2003 Panelist,P41 PI Meeting, National Institutes ofHealth, June 2002 Co-Chair,session on ATR Characterization and Metrics, 3rd Workshop on Conventional Weapon ATR, November 1997 Workshop Organizer, "Pattern-Theoretic Knowledge Representation,"NIH, April 1996 Visiting Scientist,Geometry Institute, University of Minnesota,August Review Panelist,"Computational Biology," NSF, September 1995 Visiting Scientistand Panelist,Office of Naval Research Workshop,"Acquisition and Tracking of Maneuvering Targets from Image Sequence Data," organized by J. Abrahams,May 1995 Organizer, Information Theory Society, session on Markov Random Fields,November 1994 Visiting Scientistand Panelist,"Speech Recognition and Their Image Processing",June 1994 Panelist,Army Science Board Meeting, "Target Recognition:Fundamental Metrics," Lincoln Laboratory,July 1994
  4. 4. Panelist,Army Research Office,ATR Working Group, organized by R. D. Guenther, May 1994 Panelist,Harvard-M.I.T.-Brown Center for IntelligentControl Pattern Theory Group, organized by U. Grenander,January 1994 Visiting Scientist,The Newton Institute, "A Year in Computational Vision,"Cambridge,England,invited by D. Mumford, October 1993 Panelist,Army Research Office Workshop,"The Future of Automated Target Recognition,"invited by J. Chandra,November 1993 Panelist,NSF Workshop,"Biologyand Emerging Technologies," Washington,D.C., October 1992 Panelist,DOD Tri-Service Workshop (ONR,ARO, AFOSR), Stochastic Methods in Image Analysis, "Deformable Templates,"Adelphi,MD, May 1992 Visiting Scientist,Institút Mittag-Leffler, Stockholm,Sweden,invited by U. Grenander,July 1990 Visiting Scientist,Institutó de Caluco,"A Year in Statistics,"Rome,Italy, invited by A. Frigessi,June 1990 Panelist,IBM-NSF-PYI Workshop,"Stochastic Optimization over Formal Languages on MassivelyParallel Processors,"IBM Thomas J.Watson Research Center,Yorktown Heights,NY, April 1989 Panelist,NSF Computational Engineering Proposal Review Program,Washington,D.C., March 1988 Presentations Miller, M.I.: Computational Functional Anatomy Wellcome Lecture,Oxford University, London,England.June 2010.(Invited) Miller, M.I.: Neural Imaging,Signal Analysis,and Image Processing NEBEC Conference,Columbia University, NY. March 2010. (Invited) Miller, M.I.: Computational Functional Anatomy and the Diffeom Project BME Seminar Series,Stony Brook University, NY. March 2010. (Invited) Miller, M.I.: Computational Functional Anatomy NAMIC Conference,Salt Lake City, UT. January 2010. (Invited) Miller, M.I.: Computational Functional Anatomy Distinguished Seminar Series on Vision,Universityof MD. College Park, MD. March 13, 2009.(Invited) Miller and Mori: MRI/DTI Image Analysis Tools Based on Large Deformation Diffeomorphic Metric Mapping NIH Seminar. NIH. April 01, 2008.(Invited) Miller, M.I.: Image Co-Registration and Warping FM Kirby Research Center for Functional Brain Imaging Research Retreat.Mt. Washington MD. May 30, 2008.(Invited)
  5. 5. Miller, M.I.: Computational Functional Anatomy Mathematical Biosciences Institute. Ohio State University. June 10, 2008.(Invited) Miller, M.I.: Computational Functional Anatomy DeptofPsychiatry & Behavioral Sciences Speaker Series.Feinberg School of Medicine, Northwestern University. June 20, 2008.(Invited) Miller, M.I.: Computational Anatomy ofShape using Pattern Theory IPAMM Mathematics in Brain Imaging. UCLA. July 15, 2008.(Invited) Miller, M.I.: Computational Functional Anatomy in Diseased Brain NIH Blueprintfor Neuroscience Research. NIH.September 23,2008. (Invited) Miller, M.I.: The EmergentDiscipline ofComputational Functional Anatomy Inaugural Symposium AMCS at UPenn. September 27,2008.(Invited) Miller, M.I.: Computational Functional Anatomy on the TeraGrid SuperComputing 2008 Conference. Austin, TX, November 19, 2008.(Invited) Miller, M.I.: Computational Functional Anatomy IEEE BioCAS Conference. Baltimore,MD. November 22, 2008 (Invited) Miller, M.I.: Shapes in Medical Imaging:Computational Anatomy SAMSI Workshop. Research Triangle Park, NC. July 08, 2007.Invited by LaurentYounes (Invited) Miller, M.I.: Computational Functional Anatomy IPAM Random Space Shapes Workshop. Los Angeles, CA. May 24, 2007. Invited by Paul Thompson (Invited) Miller, M.I.: Computational Functional Anatomy Mathematical Methods for Medical Image Analysis Conference. Banff, Canada. November 05, 2007.Invited by Ghassan Harnarneh (Invited) Miller, M.I.: Project 4 Presentation Cardiovascular Research Grid External Advisory Board Meeting. Johns Hopkins University. October 22, 2007. Invited by Rai Winslow Miller, M.I.: Integrative Image Analysis Institute for Computational Analysis Presentation. Johns Hopkins University, Baltimore,MD. February 20, 2006. Raimond Winslow (Invited) Miller, M.I.: Paths Towards Understanding the Shapes of the Whole Brain IMA Workshop on Shape Spaces.Minneapolis,MN. April 03, 2006. David Mumford and LaurentYounes (Invited) Miller, M.I.: Computational Anatomy and the Infinite Dimensional Diffeomorphisms SIAM Annual Meeting. Boston,MA. July 13, 2006.Carlos Castillo-Chavezand Ricardo Cortez (Invited) Miller, M.I.: Informal Talk EP Differentials Workshop. Santa Fe, NM. July 26, 2006.Invited by Darryl Holm and LaurentYounes (Invited) Miller, M.I.: The EmergentDiscipline ofComputational Anatomy SCIInstitute Seminar. SaltLake City, UT. September 22,2006.Invited by Chris Johnson (Invited)
  6. 6. Miller, M.I.: Computational Anatomy and the Infinite Dimensional Diffeomorphisms MBI Workshop. Columbus, OH. September 26,2006.Raimond Winslow (Invited) Miller, M.I.: Conceptof Biomedical Engineering JHU Biomedical Engineering Retreat. Baltimore,MD. May 23, 2005.Eric Young (Invited) Miller, M.I.: Plenary Talk Morphometry Biomedical Informatics Research Network Spring Conference. Miami Beach, FL. March 02, 2005.Jorge Jovicich (Invited) Miller, M.I.: Results/Challenges in 3D Medical Shape Analysis Statistical Inferences on Shape Manifolds Workshop.Palo Alto, CA. May 06, 2005.David Mumford (Invited) Miller, M.I.: Applications ofComputational Anatomy to Mental Illness The Whitaker Foundation Leadership Award Site Visit. Baltimore,MD. March 29, 2005. Murray Sachs (Invited) Miller, M.I.: Informal Talk Shape Analysis Retreat. Baltimore,MD. October 17, 2005.LaurentYounes (Invited) Miller, M. I.: Advances in Imaging Sciences The Whitaker Foundation Leadership Award Site Visit. Johns Hopkins University,Baltimore,MD. March 18, 2004.Murray Sachs (Invited) Miller, M. I.: Emerging Field of Computational Anatomy IPAM's Graduate Summer School:Mathematics in Brain Imaging. Los Angeles,CA. July 12, 2004.Invited by Paul Thompson (Invited) Miller, M. I.: Going from Structural Maps to Functional Imagery:Initiatives in DTI and fMRI F.M. Kirby Research Center for Functional Brain Imaging Retreat. Baltimore,MD. October 30, 2004. Dr. Peter van Zijl (Invited) Miller, M. I.: Intel Technology for Imaging Science and Computational Anatomy HPC Roundtable. Portland, OR. March 17, 2004. Dr. David Barkai (Invited) Miller, M.I.: Clutter Metrics for ATR Dayton, OH. December 01,2004.(Invited) Miller, M. I.: Metrics and Euler-Lagrange Equations ofComputional Anatomy CAIP Center Seminar. Rutgers University. February 24, 2003.invited by Dr. Ed Devinney (Invited) Miller, M. I.: Technologies for a Center of Excellence in Homeland Security Mt. Washington Valley Economic Council Talk. North Conway, NH. March 06, 2003. invited by John Bruni (Invited) Miller, M. I.: Metrics and Euler-Lagrange Equations ofComputational Anatomy IPAM UCLA Seminar. Los Angeles,CA. April 08, 2003.invited by Song Chun Zhu (Invited) Miller, M. I.: Computational Anatomy:An Emerging Discipline GRASP Laboratory Seminar,Computer Science.University of Pennsylvania. April 10, 2003. invited by James Gee (Invited) Miller, M. I.: Photo/Geo Metric Spaces for Image Analysis ONR PI Meeting. University of Minnesota. May 09, 2003.invited by Dr. Guillermo Sapiro (Invited)
  7. 7. Miller, M. I.: The Emerging Discipline ofComputational Anatomy Conformal Brain Mapping Meeting. Townsend,TN. May 20, 2003. invited by Ken Stephenson (Invited) Miller, M. I.: Image Analysis in the 21st Century The JASONS Program. San Diego,CA. July 08, 2003.invited by Dr. Robert Henderson (Invited) Miller, M. I.: Computational Anatomy and Models for Image Analysis BC Inverse Problems and Medical Imaging Workshop. Vancouver, BC. August 06, 2003.invited by Dr. John Schotland (Invited) Miller, M. I.: Computational Neuropsychiatry and Computer Vision:Some Applications to Psychiatry JHU DepartmentofPsychiatry Weekly Research Conference. Johns Hopkins University,Baltimore,MD. October 07, 2003.invited by Russell Margolis (Invited) Miller, M. I.: Models for Image Analysis and Computational Anatomy Computational Sciences Lecture Series.University of Wisconsin,Madison,WI. October 30, 2003.invited by Dr. RobertNowak (Invited) Miller, M. I.: Computational Anatomy and Models for Image Analysis Institute for Systems Research, Seminar.Universityof Maryland, College Park,MD. November 05,2003. invited by Dr. P.S. Krishnaprasad (Invited) Miller, M. I.: I-3 Presentation to IBM representatives. Johns Hopkins University,Baltimore,MD. November 11, 2003. Miller, M. I.: On the Metrics and Variational Equations ofComputational Anatomy SIAM Life Sciences 2002.Boston, MA. March 06, 2002.(Invited) Miller, M. I.: Information Theory of Automatic Target Recognition Northrop Grumman Space System Division Seminar.Azusa, CA. January 22, 2002.(Invited) Miller, M.I. & J.T. Ratnanather: Developmentand Validation ofNewTools for Computational Anatomy Conte Center Executive Committee Meeting. JHU. February 12, 2002.(Invited) Miller, M.I. & P. van Zijl: Overview of Resource for Quantitative Functional MRI National Center for Research Resources PIMeeting. Bethesda, MD. June 24, 2002.(Invited) Miller, M.I.: Computational Anatomy:An Emerging Discipline Annual Meeting of the Society for Mathematical Biology and International Conference on Mathematics and Biology. Knoxville, TN. July 13, 2002. Plenary Speaker (Invited) Miller, M.I.: The Euler-Lagrange Equations ofComputational Anatomy Reunion Conference for the GeometricallyBased Motions IPAM Program. Lake Arrowhead, CA. September 16,2002. (Invited) Miller, M.I.: On the Metrics and Euler-Lagrange Equations ofComputational Anatomy Image Analysis and Understanding Data from Scientific Experiments.Los Alamos National Laboratory,Los Alamos, NM. December 02,2002.(Invited)
  8. 8. Miller, M.I.: The Emerging Discipline ofComputational Anatomy Computer Surgery. The National Libraryof Medicine. January 16, 2001.(Invited) Miller, M.I.: Image Understanding NSFScience and Technology Center Site Review. Rutgers University, NJ. October 10, 2001. (Invited) Miller, M.I.: Pattern Based Computing Santa Rosa Darpa Meeting. Santa Rosa, CA. June 25, 2001. (Invited) Miller, M.I.: Metric Spaces for Clutter Invariant ATR Wright Patterson Air-Force Base.August08, 2001. (Invited) Miller, M.I.: Computational Anatomy NIH/NIAA Workshop. Bethesda,MD. September 10,2001. (Invited) Miller, M. I.: The Information Theory for Optimal AimpointSelection via Multiple Sensors Office of Naval Research (ONR),Marine Corps Review. Quantico, VA. March 02, 2001.(Invited) Miller, M. I.: Impactof NPACI on Computational Anatomy NPACIAll hands Meeting. San Diego,CA. February 27, 2001.(Invited) Miller, M.I.: The Future of Computational Imaging Science Donald L.Snyder Workshop. Washington University. January 15, 2000. (Invited) Miller, M.I.: Computational Anatomy:An Emerging Discipline Universityof Minnesota's Symposium on Brain Imaging. IMA, University of Minnesota.October 13, 2000.(Invited) Miller, M.I.: Pattern Based Computing DARPA Workshop on Future of Pattern Based Computing. San Diego, CA. October 24, 2000. Miller, M.I.: Performance Analysis ofMultiple Sensor Systems in Automatic TargetRecognition Office of Naval Research MURI Review. Johns Hopkins University,Baltimore,MD. November 10, 2000. Miller, M.I.: Deformable Templates and Image Understanding The Applied Physics Laboratory,JHU. March 03, 2000.(Invited) Miller, M.I.: Computational Anatomy:An Emerging Discipline Symposium on Inference for Stochastic Processes. Universityof Georgia,Athens, GA. May 12, 2000.(Invited) Miller, M.I.: Information Theory,Image Understanding,Automated TargetRecognition DARPA Workshop on Future of Image Analysis. University of Colorado.August06, 2000.(Invited) Miller, M.I.: The Information Theory ofImaging Science Mathematics and Image Analysis 2000. Ecole Polytechnique,Paris,France. September 27,2000. (Invited) Miller, M.I.: ATR: Automated TargetRecognition Thomson-CSFResearch Laboratory,Palaiseau, France. September 28,2000. (Invited) Miller, M.I.: CIS Meets Lincoln Lab ATR Group MIT, Boston,MA. June 18, 1999.(Invited)
  9. 9. Miller, M.I.: Metrics and Performance Bounds for ATR Automated Target Recognition Working Group. February, 1999.(Invited) Miller, M.I.: The Future of Computational Imaging Science Workshop on Computational Science and Information Technology. Florida State University. November 04, 1999.(Invited) Miller, M.I.: The Future of Medical Imaging Florida State University. March, 1999.(Invited) Miller, M.I.: Computational Anatomy:An Emerging Discipline The FirstF.M. Kirby Symposium on Functional Brain Imaging. Johns Hopkins University,Baltimore,MD. May, 1999. (Invited) Miller, M.I.: Imaging Science and Engineering,Multi Sensor, Multi-Scale, Multi-Organ JHU, Whitaker Institute, Baltimore,MD. September 08,1998.(Invited) Miller, M.I.: ATR and Image Understanding in the Center for Imaging Science 1998 Annual Review Brown MURI/CIS. Brown University. April 21, 1998.(Invited) Miller, M.I.: Inference in Parameter Spaces of Varying Dimension Newton Institute,A Year in Computer Vision. Cambridge,England. October,1993.Invited by D.B. Mumford Miller, M.I.: Massively Parallel Computation for Hierarchical Imaging Systems Universityof Minnesota.May, 1990.(Invited) Research Interests Image Understanding and Computer Vision;Medical Imaging and Computational Anatomy;Computational Neuroscience Posters Lauren Botteron, Tim Xu, Eric Potter, Lisa Lake,Carolyn Kienstra,Tom Nishino,J.Tilak Ratnanather,Michael Miller, Kelly Botteron. “Insular Cortex in Early Onset Major Depression:A Twin MRI Investigation”.Human Brain Mapping, Barcelona,2010 CsernanskyJG, Harms M, Wang L, CronenwettW, Ratnanather JT, Miller MI, Barch DM. “Associations Among Neurobiological Endophenotypes in the Siblings ofSchizophrenia Patients ”.Am.Coll.Neuropsychopharmacology, Hollywood FL, 2009. HennesseyJ, Bowers M, KolasnyA, Brown T, Ratnanather T, Miller MI. “Computational AnatomyWorks: Enhancing Paraview for Medical Imaging”.TeraGrid'09,Arlington VA, 2009 Ceritoglu C, Wang L, Trachtenberg M, Selemon LD,CsernanskyJG, Miller MI, Ratnanather JT. “Large Deformation Diffeomorphic Metric Mapping Registration ofin-vivo MR Images and Reconstructed 3D Images of Histological Sections”,Human Brain Mapping,San Francisco,2009. Ceritoglu C, Wang L, Trachtenberg M, Selemon LD,CsernanskyJG, Miller MI, Ratnanather JT. “Mapping of cortical area 46 laminar boundaries in MRI volumes:a method developed to study the prenatallyirradiated macaque”,International Congress on Schizophrenia Research,San Diego.2009.
  10. 10. Publications: Abstracts 1. Jidan Zhong, Randy L. Buckner, Bruce Fischl,Michael I. Miller, Anqi Qiu. "Differences in Corpus Callosum Area and Shape in Advanced Aging and Alzheimer’s Disease".Human Brain Mapping, Jun 2008,Australia.(2008) (Published) 2. Anqi Qiu, Michael I. Miller. "Subcortical Network Shape Analysis via Segmentation Denoising and Random Surface Momentum Maps".Human Brain Mapping,Jun 2008,Australia (2008) (Published) 3. Anqi Qiu, Timothy Brown,Bruce Fischl,Anthony Kolasny,Jun Ma, Randy L. Buckner, Michael I. Miller. "Subcortical Structure Template Generation with its Applications in Shape Analysis".Human Brain Mapping, Jun 2008,Australia. (2008) (Published) 4. Deana Crocetti, Anqi Qiu, Marcy Adler, Michael I. Miller, and Stewart H. Mostofsky. "Analysis of Basal Ganglia Morphometryin Autism Using Large Deformation Diffeomorphic Metric Mapping (LDDMM)". May 2008,London (2008) (Published) 5. Ratnanather,J.T., L. Younes,J. Zweck, L. Wang, M. Hosakere,J.G. Csernansky,and M.I. Miller. "Statistical analysis ofthe surface roughness via local area maps:Application to the cingulate in healthy and schizophrenia subjects".Schizophrenia Bulletin 33 (2007):353 (Published) 6. Harms MP, Wang L, Kim J, Thompson PA, Miller MI, CsernanskyJG. "Thalamic shape abnormalities in siblings atrisk for schizophrenia".Societyfor Neuroscience Annual Meeting (2006) (Submitted) 7. Zhang J, Evans AC, Hermoye L, Donohue P, Wakana S, Zhang W, Miller MI, van Zijl PC, Mori S. "Late Developmentofthe Superior Longitudinal Fasciculus Revealed byDiffusion Tensor Imaging (DTI)". International Society for Magnetic Resonance in Medicine Annual Meeting 2006 (2006) (Accepted) 8. Zhang J, Sheikh KA, Miller MI, Mori S. "Quantitative Characterization of Mouse Calf Muscle Degeneration after Left Sciatic Nerve Axotomy with". International Society for Magnetic Resonance in Medicine Annual Meeting 2006 (2006) (Accepted) 9. Wang, L., P. Miller, M.H. Gado, D. McKeel, M.I. Miller, J.C. Morris and J.G. Csernansky. "Hippocampal shape abnormalities in earlyAD: A replication study". Alzheimer's and Dementia 1.1 Suppl 1 (2005):52-53 (Published) 10.Hogan,R.E., K.E. Mark, L. Wang, S. Joshi,M.I Miller, M.E. Bertrand,and R.D. Bucholz. "MR Imaging Deformation-Based Segmentation ofthe Hippocampus in Patients with Mesial Temporal Sclerosis and Temporal Lobe Epilepsy".Epilepsia 40.Suppl 7 (1999):192 (Published) 11.Csernansky,J.G., L. Wang, S. Joshi,M.H. Gado, J. Morris, and M.I. Miller. "Hippocampal deformities detected in schizophrenia and Alzheimer's disease byhigh dimensional brain mapping".European Neuropsychopharmacology9. Suppl 5 (1999):268 (Published) 12.Bucholz, R.D., A.L. Levy, G.E. Christensen,K.J. Frank, A. Hammoud,J.M. Henderson,S.Joshi,L.L. McDurmont, K.E. Mark, M.I. Miller et al.. "An internet-connected,patient-specific,deformable brain atlas integrated into a surgical navigation system".Clinical Neurologyand Neurosurgery99.Suppl 1 (1997):S32-S33 (Published) 13.Csernansky,J.G., J.W. Haller,A. Banerjee,L. Wang , S. Joshi,G.E. Christensen,M. Gado, M.W. Vannier, and M.I. Miller. "A comparison ofthe hippocampus in schizophrenia and control subjects using automated methods for neuromorphometry".Schizophrenia Research 24.1-2 (1997):141 (Published) 14.Miller, M.I., and M.B. Sachs."Temporal representation ofCV syllables in populations ofauditory- nerve fibers". Journal of the Acoustical Society of America 70. Suppl 1 (1981):S9 (Published)
  11. 11. Publications: Books 1. Grenander,U., M. Miller. Pattern Theory from Representation to Inference.Oxford University Press, 2006.(ISBN 0-19-850570-1) (Published) 2. Snyder, D.L., and M.I. Miller. Random PointProcesses in Time and Space.Springer-Verlag New York, LLC, 1991.(ISBN 0-387-97577-2) (Published) Publications: Book Chapters 1. Srivastava, A., A.D. Lanterman,U. Grenander,M. Loizeaux, and M.I. Miller. "Monte Carlo Techniques for Automated Target Recognition."Sequential Monte Carlo Methods in Practice. Springer-Verlag New York, LLC, 2001.533-552.(ISBN 0-387-95146-6) (Published) 2. Srivastava, A., M.I. Miller, and U. Grenander."Bayesian Automated Target Recognition."Handbook of Video and Image Processing.Academic Press (Elsevier Science & TechnologyBooks),2000. 869-882.(ISBN 0-121-19790-5) (Published) 3. Miller, M.I., S.C. Joshi,and G.E. Christensen."Large Deformation Fluid Diffeomorphisms for Landmark and Image Matching."Brain Warping.Academic Press (Elsevier Science & Technology Books),1999.115-132.(ISBN 0-126-92535-6) (Published) 4. Srivastava, A., M.I. Miller, and U. Grenander."Ergodic Algorithms on Special Euclidean Groups for ATR." System and Control in the 21stCentury. Birkhauser Verlag,1996. 327-350.(ISBN 0-817- 63881-4) (Published) 5. Mark, K.E., M.I. Miller, and U. Grenander."Constrained Stochastic Language Models."Image Models and their Speech Model Cousins.Springer-Verlag New York,LLC, 1996.131-140.(ISBN 0- 387-94806-6) (Published) 6. Schmich,R.M., and M.I. Miller. "Stochastic Intensity of Neural Spike Discharge Based on Active Channel Dynamics.."Computational Neuroscience:Trends in Research 1995.Academic Press (Elsevier Science & Technology Books),1996.125-130.(ISBN 0-121-21041-3) (Published) 7. Vannier, M.W., M.I. Miller, and U. Grenander."Modeling and Data Structure for Registration to a Brain Atlas of Multidimensional Images."Functional Neuroimaging:Technical Foundations. Academic Press (Elsevier Science & Technology Books),1994.217-221.(ISBN 0-126-85845-4) (Published) 8. Wang, J., M.I. Miller, and A.T. Ogielski."A Stochastic Model of Synaptic Transmission and Auditory Nerve Discharge (PartI)." Computation in Neurons and Neural Systems.Springer-Verlag New York, LLC, 1994.147-152.(ISBN 0-792-39465-8) (Published) 9. Wang, J., M.I. Miller, and A.T. Ogielski."A Stochastic Model of Synaptic Transmission and Auditory Nerve Discharge (PartII)." Computation in Neurons and Neural Systems.Springer-Verlag New York, LLC, 1994.153-158.(ISBN 0-792-39465-8) (Published) 10.Miller, M.I., S.C. Joshi,D.R. Maffitt, J.G. McNally, and U. Grenander."Membranes,Mitochondria, and Amoebae:1, 2, and 3 Dimensional Shape Models."Advances in Applied Statistics (Statistics and Images:2). Carfax Publishing Company,1994.141-163.(ISBN 0-902-87945-6) (Published) 11.Snyder, D.L., D.G. Politte, and M.I. Miller. "A Case Study in Statistical Image Processing:Positron Emission Tomography."Spatial Statistics and Imaging.Institute of Mathematical Statistics,1992. 368-381.(ISBN 0-940-60027-7) (Published) 12.Miller, M.I., D.R. Fuhrmann,J.A. O'Sullivan, and D.L. Snyder. "Maximum -Likelihood Methods for Toeplitz Covariance Estimation and Radar Imaging."Advances in Spectrum Analysis and Array Processing.Prentice Hall Professional Technical Reference,1989.145-172.(ISBN 0-130-08574-X) (Published)
  12. 12. 13.Karamanos,N., and M.I. Miller. "A New Method for Estimating Stimulus and RefractoryRelated Functions from Auditory-Nerve Discharges."Basic Issues in Hearing:Proceedings ofthe Eighth International Symposium on Hearing.Academic Press (Elsevier Science & Technology Books), 1988.185-195.(ISBN 0-122-23346-8) (Published) 14.Miller, M.I. "Application of Likelihood and Entropy for Toeplitz Constrained Covariance Estimation." Maximum-Entropy and Bayesian Methods in Science and Engineering.Kluwer Academic Publishers,DordrechtBoston,1988.357-362.(ISBN 9-02772-792-9) (Published) Publications: Journals 1. Qiu A, Brown T, Fischl B, Ma J, Miller MI. “Atlas generation for subcortical and ventricular structures with its application to shape analysis”.IEEE Trans.Imag.Proc. (2010) (Accepted) 2. Faria AV, Zhang J, Oishi K, Li X, Jiang H, Akhter K, Hermoye L, Lee SK, Hoon A, Stashinko E, Miller MI, van Zijl PC, Mori S. “Atlas Based Analysis of Neurodevelopmentfrom Infancy to Adulthood Using Diffusion Tensor Imaging and Applications for Automated Abnormality Detection”. NeuroImage (2010) (Accepted) 3. Zhang J, Peng Q, Li Q, Jahanshad N,Hou Z, Jiang M, Masuda N, Langbehn DR,Miller MI, Mori S, Ross CA, Duan W. “Longitudinal Characterization ofBrain Atrophy of a Huntington’s Disease Mouse Model by Automated Morphological Analyses ofMagnetic Resonance Images”. Neuroimage Feb 1;49 (3):2340-51 (2010) (Published) 4. Ceritoglu C, Wang L, Selemon LD,CsernanskyJG, Miller MI, Ratnanather JT. “Large Deformation Diffeomorphic Metric Mapping Registration ofIn-Vivo MR Images and Reconstructed 3D Images of Histoological Section Images”.Frontiers in Human Neuroscience (2010) (Accepted) 5. Aggarwal M, Zhang J, Miller MI, Sidman RL,Mori S. “Magnetic Resonance Imaging and Micro- Computed TomographyCombined Atlas ofDeveloping and Adult Mouse Brains for Stereotaxic Surgery”. Neuroscience Sep 15;162(4):1339-50 (2009) (Published) 6. Qiu A, Adler M, Crocetti D, Miller MI, Mostofsky SH. “Basal Ganglia Shapes PredictSocial, Communication,and Motor Dysfunctions in Boys with Autism Spectrun Disorder”. Journal Am Acad Child Adolesc Psychiatry. Jun;49(6):539-551.e4 (2010) (Published) 7. Harms MP, Wang L, Campanella C,Aldridge K, Moffitt AJ, Kuelper J, Ratnanather JT, Miller MI, Barch DM, CsernanskyJG. “Structural abnormalities in gyri of the prefrontal cortex in individuals with schizophrenia and their nonpsychotic siblings”. Brit.J. Psychiatry. 196:150-157 (2010) (Accepted) 8. Qiu A, Wang L, Younes L, Harms MP, Ratnanather JT, Miller MI, CsernanskyJG. “Neuroanatomical asymmetrypatterns in individuals with schizophrenia and their non-psychotic siblings”. Neuroimage.47:1221-1229.(2009) (Published) 9. Wang L, Khan A, CsernanskyJG, Fischl B, Miller MI, Morris JC, Beg MF. “Fully-automated,multi- stage hippocampus mapping in very mild Alzheimer disease”.Hippocampus.19:541-548 (2009) (Published) 10. Zhang W, Li X, Zhang J, Lift A, Handly DF, van Zijl P, Miller MI, Younes L. “Landmark-referenced voxel-based analysis ofdiffusion tensor images ofthe brainstem white matter tracts:Application in patients with middle cerebral artery stroke”.NeuroImage 44:906-913 (2009) (Published) 11. Younes L, Arrate F, Miller MI. “Evolutions equations in computational anatomy”.NeuroImage 45:S40-S50 (2009) (Published) 12. Qiu A, Fennema-Notestine C,Dale AM, Miller MI and ADNI. Regional shape abnormalities in mild cognitive impairmentand Alzheimer's disease.Neuroimage.45:656-661 (2009) (Published)
  13. 13. 13. Qiu A, Crocetti D, Adler M, Mahone E, Denckla M, Miller M, Mostofsky S. “Basal Ganglia Volume and Shape in Children with Attention DeficitHyperactivity Disorder.” American Journal of Psychiatry. 166. 74-82 (2009) (Published) 14. Qiu A, Albert M, Younes L, Miller M. “Time Sequence Diffeomorphic Metric Mapping and Parallel Transport Track Time-dependentShape Changes”. NeuroImage.45.(2009) (Published) 15. Oishi K, Faria A, Jiang H, Li X, Akhter K, Zhang J, Hsu JT, Miller MI, Van Zijl P, Albert M, Lyketsos Cg, Woods R, Toga A, Pike G, Rosa-neto P, Evans A, Mazziotta J, Mori S, “ Atlas-based Whole Brain White Matter Analysis Using Large Deformation Diffeomorphic Metric Mapping: Application to Normal Elderlyand Alzheimer's Disease Participants”.NeuroImage.46(2).486-499 (2009) (Published) 16. Ceritoglu C, Oishi K, Li X, Chou M, Younes L, Albert M, Lyketsos C, Van Zijl Pcm, Miller Mi, Mori S, “Multi-contrast Large Deformation Diffeomorphic Metric Mapping for Diffusion Tensor Imaging”. NeuroImage.47(2).618-627.(2009) (Published) 17. Ardekani S, Weiss RG, Lardo AC, George RT, Lima JA, Wu KC, Miller, MI, Winslow RL,Younes L. "Computational Method for Identifying and Quantifying Shape Features of Human Left Ventricular Remodeling".Annals ofBiomedical Engineering.37(6):1043-54 (2009) (Published) 18. Wang, L., D. Mamah, M.P. Harms,M. Karnik, J.L. Price, M.H. Gado, P.A. Thompson,J.D.M. Barch, M.I. Miller, J.G. Csernansky."Progressive Deformation ofSubcortical Brain Structures in Schizophrenia".Archives of General Psychiatry (2008) (Published) 19. Trosset,M.W., C.E. Priebe, Y. Park, M.I. Miller. "Semisupervised Learning from Dissimiliarity Data". Computational Statistics and Data Analysis (2008) (Published) 20. Calabrese,D.R.,Wang, L., Harms,M.P., Ratnanather,J.T., Barch, D.M., Cloninger,C.R., Thompson,P.A., Miller, M.I., Csernansky,J.G.. "Cingulate gyrus neuroanatomyin schizophrenia subjects and their non-psychotic siblings."Schizophr Res 104,61-70.(2008) (Published) 21. Mori S., Oishi K., Jiang H, Jiang L., Li X., Akhter K., Hua K., Faria AV., Mahmod A., Woods R., Toga WA., Pike B, Rosa Neto P, Evans A, Zhang J, Huang H, Miller MI, van Zijl, PCM, Mazziotta, J. "Stereotaxic white matter atlas based on diffusion tensor imaging in an ICBM template". NeuroImage,40,570-582 (2008) (Published) 22. Anqi Qiu, Warren D. Taylor, Zheen Zhao, James R.MacFall, Michael I. Miller, David C. Steffens, K. Ranga R. Krishnan."APOE Related Hippocampal Shape Alteration in Geriatric Depression". 1;44(3):620-6 NeuroImage (2008) (Published) 23. Michael I. Miller, Anqi Qiu. "The Emerging Discipline ofComputational Functional Anatomy". 45(1 Suppl):S16-39 NeuroImage (2008) (Published) 24. Anqi Qiu, Marilyn Albert, Laurent Younes,Michael I. Miller. "Time Sequence Diffeomorphic Metric Mapping and Parallel TransportTrack Time-DependentShape Changes". 45(1 Suppl):S51-60 NeuroImage,(2008) (Published) 25. Anqi Qiu, Deana Crocetti, Marcy Adler, Mark Mahone, Martha Deckla,Michael I. Miller, and Stewart H. Mostofsy. "Basal ganglia volume and shape in children with ADHD". 166(1):74-82.Am J Psychiatry (2008) (Published) 26. Anqi Qiu, Michael I. Miller. "Multi-Structure Network Shape Analysis via Normal Surface Momentum Maps". NeuroImage 42(4):1430-8,2008 (2008) (Published) 27. Joan Glaunès,Anqi Qiu, Michael I. Miller, LaurentYounes."Large Deformation Diffeomorphic Curve Matching". International Journal ofComputer Vision 80(3):317-336 (2008) (Published) 28. Anqi Qiu, Marc Vaillant, Patrick Barta, J. Tilak Ratnanather,Michael I. Miller. "Region of Interest Based Analysis of Cortical Thickness Variation ofLeft Planum Temporale in Schizophrenia and Psychotic Bipolar Disorder".Human Brain Mapping,29(8):973-985,2008 (2008) (Published) 29. Michael I. Miller, Carey Priebe, Anqi Qiu, Bruce Fischl,Anthony Kolasny,Youngser Park, Evelina Busa,Jorge Jovicich, Peng Yu, Brad Dickerson,RandyL. Buckner,and the Morphometry BIRN.
  14. 14. "Collaborative Computational Anatomy:the Perfect Storm for MRI Morphometry Study of the Human Brain via Diffeomorphic Metric Mapping".Human Brain Mapping (2008) (Accepted) 30. Hao Huang,Can Ceritoglu,Xin Li, Anqi Qiu, Michael I. Miller, Peter C.M. van Zijl, Susumu Mori. "Correction of B0-SusceptibilityDistortion in SENSE Single-shotEPI-based Diffusion Weighed Images Using Large Deformation Diffeomorphic Metric Mapping". Magnetic Resonance Imaging (2008) (Accepted) 31. Anqi Qiu, LaurentYounes,Michael I. Miller. "Intrinsic and Extrinsic Analysis in Computational Anatomy". NeuroImage,39(4):1803-1814,2008.(2008) (Published) 32. LaurentYounes,Anqi Qiu, Raimond L.Winslow,Michael I. Miller. "Transportof Relational Structures in Groups of Diffeomorphisms".Journal ofMathematical Imaging and Vision,32:41- 56,2008 (2008) (Published) 33. Anqi Qiu, LaurentYounes,Michael I. Miller, John G. Csernansky."Parallel Transportin Diffeomorphisms Distinguishes Time-DependentHippocampal Surface Atrophy in Healthy Aging and Alzheimer’s Disease".NeuroImage,40(1):68-76,2008 (2008) (Published) 34. Qiu, A., L. Younes,and M.I. Miller. "Region of Interest Based Analysis ofCortical Thickness Variation of Left Planum Temporale in Schizophrenia and Psychotic Bipolar Disorder".Human Brain Mapping 29(8):973-85 (2007) (Published) 35. Wang, L., D.Y. Lee, E. Bailey, J.M. Hartlein,M.H. Gado, M.I. Miller, and K.J. Black. "Validity of Large-deformation High Dimensional Brain Mapping ofthe Basal Ganglia in Adults with Tourette Syndrome". Psychiatry Research:Neuroimaging 154(2):181-90 (2007) (Published) 36. Vaillant, M., A. Qiu, J. Glaunes,and M.I. Miller. "Diffeomorphic Metric Surface Mapping in Subregion ofthe Superior Temporal Gyrus". NeuroImage 34.3 (2007):1149-1159 (Published) 37. Wang, L., M. Beg, J. Ratnanather,C. Ceritoglu,L. Younes, J.C. Morris, J.G. Csernansky,and M.I. Miller. "Large Deformation Diffeomorphism and Momentum Based Hippocampal Shape Discrimination in Dementia ofthe Alzheimer Type". IEEE Transactions on Medical Imaging 26.4 (2007):462-470 (Published) 38. Wang, L., M Hosakere,JL Trein, JT Ratnanather,DM Barch, PA Thompson,A Qiu, MI Miller, and JG Csernanksy."Abnormalities ofcingulate gyrus neuroanatomyin schizophrenia".Schizophrenia Research 93 (2007):66-78 (Published) 39. Qiu, A, . L. Younes,JT Ratnanather,JG Csernansky,and MI Miller. "Cortical thinning of the cingulate gyrus in schizophrenia ".Schizophrenia Bulletin 33 (2007):352 (Published) 40. Qiu, A., L. Younes,L. Wang, S.K. Gillespie,G.Kaplan,J.G. Csernansky,and M.I. Miller. "Combining anatomical manifold information via diffeomorphic metric mappings for studying cortical thinning of the cingulate gyrus in schizophrenia".NeuroImage 37(3):821-33 (2007) (Published) 41. Qiu, A. and M.I. Miller. "The Emerging Discipline ofComputational Functional Anatomy".IEEE Transactions Medical Imaging (2007) (Submitted) 42. Qiu, A., L. Younes,and M.I. Miller. "Intrinsic and Extrinsic Analysis in Computional Anatomy". NeuroImage 39(4):1803-14 (2007) (Published) 43. Glaunes,J., A. Qiu, M.I. Miller and L. Younes."Large Deformation Diffeomorphic Curve Matching". IJCV 80(3):317-336 (2007) (Published) 44. Younes,L., A. Qiu, R.L. Winslow,and M.I. Miller. "Transportof Relational Structures in Groups of Diffeomorphisms".Journal ofMathematical Imaging and Vision 32(1):41-56 (2007) (Published) 45. Huang,H., C. Ceritoglu,X. Li, A. Qui, M.I. Miller, P.C.M. van Zijl, and S. Mori. "Correction of BO- SusceptibilityDistortion ofSENSE Single-shotEPI-based Diffusion Weighed Images Using Large Deformation Diffeomorphic Metric Mapping". Journal of Magnetic Resonance Imaging (2007) (Submitted)
  15. 15. 46. Munn, M.A., J. Alexopoulos,T. Nishino,C.M. Babb, L.A. Flake, T. Singer,J.T. Ratnanather,H. Huang,R.D. Todd, M.I. Miller, and K.N. Botteron. "Amygdala Volume Analysis in Female Twins with Major Depression".Biol Psychiatry 62(5):415-22 (2007) (Published) 47. Priebe,C., Y. Park, M.I. Miller, K. Botteron, and N. Mohan. "Statistical Analysis of Twin Populations using DissimilarityMeasurements in Hippocampus Shape Space".Journal ofBiomedicine and Biotechnology2008:694297 (2007) (Published) 48. Mamah, D., Wang, L., Barch, D., de Erausquin,G.A., Gado, M., Csernansky,J.G.. "Structural analysis ofthe basal ganglia in schizophrenia.".Schizophr Res 89, 59-71.(2007) (Published) 49. Zhang Y, Schuff N, Jahng GH, Bayne W, Mori S, Schad L, Mueller S, Du AT, Kramer JH, Yaffe K, Chui H, JagustWJ, Miller BL, Weiner MW. ""Diffusion tensor imaging ofcingulum fibers in mild congnitive impmairmentand Alzheimer disease"".Neurology68, 13-19 (2007) (Published) 50. Deboy CA, Zhang J., Dike S, Shats I, Jones M, Reich DS, Mori S, Nguyen T, Rothstein B, Miller RH, Griffin JT, Kerr DA, Calabresi PA.""High resolution diffusion tensor imaging ofaxonal damage in focal inflammatoryand demyelinating lesions in ratspinal cord"".Brain, 130, 2199-2210 (2007) (Published) 51. Zhang J, Evans A., Hermoye L., Lee SK, Wakana S., Zhang W., Donohue P,Miller MI, Huang H, Wang X, van Zijl PCM, Mori S. ""Evidence of slow maturation ofthe superior longitudinal fasciculus in early childhood by diffusion tensor imaging"".NeuroImage,38,239-247 (2007) (Published) 52. Anqi Qiu, LaurentYounes,Michael I. Miller. "Intrinsic and Extrinsic Analysis in Computational Anatomy". Human Brain Mapping,Jun 2007, Chicago (2007) (Published) 53. Anqi Qiu, Laurent Younes,Lei Wang, J. Tilak Ratnanather,Sarah K. Gillepsie,Gillian Kaplan,John Csernansky,Michael I. Miller. "Combining Anatomical Manifold Information via Diffeomorphic Metric Mappings for Studying Cortical Thinning of the Cingulate Gyrus in Schizophrenia".Neuroimage,37, 821-833,2007 (2007) (Published) 54. Lei Wang, Malini Hosakere,Joshua C.L. Trein, J. Tilak Ratnanather,Deanna M. Barch, Paul A. Thompson,Anqi Qiu, Mokhtar Gado, Michael I. Miller, John G. Csernansky."Abnormalities of Cingulate Gyrus Neuroanatomyin Schizophrenia".Schizophr Res 93, 66-78,2007 (2007) (Published) 55. Marc Vaillant, Anqi Qiu, Joan Glaunès,Michael I. Miller. "Diffeomorphic Metric Surface Mapping in Subregion ofthe Superior Temporal Gyrus". NeuroImage 34,1149-1159,2007.(2007) (Published) 56. Kirwan,C.B., C. Jones,M.I. Miller, C.E.L. Stark. "High Resolution fMRI Investigation of the Medial Temporal Lobe".Human Brain Mapping 28(10):959-66 (2006) (Published) 57. Miller, M.I., A Trouve, and L. Younes. "Geodesic Shooting for Computational Anatomy".Journal of Mathematical Imaging and Vision (2006) (Accepted) 58. Priebe,C.E., M.I. Miller, and J.T. Ratnanather."Segmenting Magnetic Resonance Images via Hierarchical Mixture Modelling". Computational Statistics and Data Analysis 50.2 (2006):551-567) (Published) 59. Wang, L., J.P. Miller, M.H. Gado, D.W. McKeel, M. Rothermich,M.I. Miller, J.C. Morris, and J.G. Csernansky."Abnormalities ofHippocampal Surface Structure in Very Mild Dementia ofthe Alzheimer Type". NeuroImage 30.1 (2006):52-60 (Published) 60. Qiu, A., B.J. Rosenau,A.S. Greenberg,P. Barta, S. Yantis, and M.I. Miller. "Estimating Linear Cortical Magnification in Human PrimaryVisual Cortex via Dynamic Programming".NeuroImage 31. 1 (2006):125-138 (Published) 61. Lanterman, A.D., D.L. Snyder, and M.I. Miller. "Extension of Good's Roughness for Maximum Penalized-Likelihood Estimation for Emission Tomography".IEEE Transactions on Medical Imaging (2006) (In Preparation)
  16. 16. 62. Qiu, A., D. Bitouk, and M.I. Miller. "Smooth Functional and Structural Maps on the Neocortex Via Orthonormal Bases ofthe Laplace-Beltrami Operator".IEEE Transactions on Medical Imaging 25. 10 (2006):1296-1306 (Published) 63. Helm,P.A., L. Younes, M.F. Beg, D.B. Ennis,C. Leclercq,O.P. Faris, E. McVeigh, D. Kass ,M.I. Miller, and R.L. Winslow."Evidence of Structural Remodeling in the Dyssynchronous Failing Heart.". Circulation Research 98.1 (2006):125-132 (Published) 64. Bitouk, D., M.I. Miller, and L. Younes. "Clutter Invariant ATR". IEEE Transactions on Pattern Analysis and Machine Intelligence 27.5 (2005):817-821 (Published) 65. Csernansky,J.G., L. Wang, J.S. Swank, J.P. Miller, M.H. Gado, D.W. McKeel, M.I. Miller, and J.C. Morris. "Preclinical Detection of Alzheimer's Disease:Hippocampal Shape and Volume Predicts Dementia Onsetin the Elderly". NeuroImage 25.3 (2005):783-792 (Published) 66. Miller, M.I., M.F. Beg, C. Ceritoglu,and C. Stark. "Increasing the Power of Functional Maps of the Medial Temporal Lobe by Using Large Deformation Diffeomorphic Metric Mapping". Proceedings of the National Academy of Sciences 102.27 (2005):9685-9690 (Published) 67. Huang,H., J. Zhang, H. Jiang, S. Wakana,L. Poetscher,M.I. Miller, P. van Zijl, A.E. Hillis,R. Wytik., and S. Mori. "DTI Tractography Based Parcellation ofWhite Matter: Application to the Mid- sagittal Morphologyof Corpus Callosum".NeuroImage 26.1 (2005):195-205 (Published) 68. Zhang, J., M.I. Miller, C. Plachez, L.J. Richards,P. Yarowsky, P. van Zijl, and S. Mori. "Mapping Postnatal Mouse Brain Developmentwith Diffusion Tensor Microimaging".NeuroImage 26.4 (2005):1042-1051 (Published) 69. Barta, P., M.I. Miller, and A. Qiu. "A Stochastic Model for Studying the Laminar Structure of Cortex from MRI". IEEE Transactions on Medical Imaging 24.6 (2005):728-743 (Published) 70. Beg, M.F., M.I. Miller, A. Trouve, and L. Younes."Computing Large Deformation Metric Mapping via Geodesic Flows ofDiffeomorphisms".International Journal ofComputer Vision 61.2 (2005):139-157 (Published) 71. Cao, Y., M.I. Miller, R.L. Winslow,and L. Younes."Large Deformation Diffeomorphic Metric Mapping of Vector Fields".IEEE Transactions on Medical Imaging 24.9 (2005):1216-1230 (Published) 72. Helm,P., M.F. Beg, M.I. Miller, and R.L. Winslow."Measuring and Mapping Cardiac Fiber and Laminar Architecture Using Diffusion Tensor MR Imaging".Annals of the New York Academy of Sciences 1047 (2005):296-307 (Published) 73. Zhang, J., Y.B. Chen,J.M. Hardwick,M.I. Miller, C. Plachez, L.J. Richards,P. Yarowsky, P. van Zijl, and S. Mori. "Magnetic Resonance Diffusion Tensor Microimaging Reveals a Role for Bcl-x in Brain Developmentand Homeostasis".Journal ofNeuroscience 25.8 (2005):1881-1888 (Published) 74. Zhang, J. Miller, M., Yarowsky, P., van Zijl, P., Mori, S.. ""Mappting postnatal mouse brain developmentwith diffusion tensor microimaging"".NeuroImage,26,1042-1051 (2005) (Published) 75. Csernansky,J.G., M.K. Schindler,N.R. Splinter,L. Wang, M. Gado, L.D. Selemon,D.Rastogi- Cruz, J.A. Posener,P.A. Thompson,and M.I. Miller. "Abnormalities ofThalamic Volume and Shape in Schizophrenia".The American Journal of Psychiatry 161 (2004):896-902 (Published) 76. Vaillant, M., M.I. Miller, L. Younes,and A. Trouve. "Statistics on diffeomorphisms via tangentspace representations".NeuroImage 23.Suppl 1 (2004):S161-S169 (Published) 77. Glaunes,J., M. Vailliant, and M.I. Miller. "Landmark Matching via Large Deformation Diffeomorphisms on the Sphere". Journal of Mathematical Imaging and Vision 20 (2004):179-200 (Published) 78. Ratnanather,J.T., L. Wang, M.B. Nebel,M. Hosakere,X. Han, J.G. Csernansky,and M.I. Miller. "Validation of Semiautomated Methods for Quantifying Cingulate Cortical Metrics in Schizophrenia". Psychiatry Research:Neuroimaging 132.1 (2004):53-68 (Published)
  17. 17. 79. Beg, M.F., P.A. Helm,E. McVeigh, M.I. Miller, and R.L. Winslow."Computational cardiac anatomy using MRI". Magnetic Resonance in Medicine 52.5 (2004):1167-1174 (Published) 80. Miller, M.I.. "Computational anatomy:shape,growth,and atrophy comparison via diffeomorphisms". NeuroImage 23.Suppl 1 (2004):S19-S33 (Published) 81. Csernansky,J.G., L. Wang, S.C. Joshi,J.T. Ratnanather,and M.I. Miller. "Computational anatomy and neuropsychiatric disease:probabilistic assessmentofvariation and statistical inference of group difference,hemispheric asymmetry,and time-dependentchange".NeuroImage 23.Suppl 1 (2004):S56-S68 (Published) 82. Ratnanather,J.T., P.E. Barta, N.A. Honeycutt, N.G. Lee, H.M. Morris, A.C. Dziorny, M.K. Hurdal, G.D. Pearlson,and M.I. Miller. "Dynamic Programming Generation ofBoundaries ofLocal Coordinatized Submanifolds in the Neocortex: Application to the Planum Temporale".NeuroImage 20. 1 (2003):359-377 (Published) 83. Tepest,R., L. Wang, M.I. Miller, P. Falkai, and J.G. Csernansky."Hippocampal Deformities in the Unaffected Siblings ofSchizophrenia Subjects".Biological Psychiatry54. 11 (2003):1234-1240 (Published) 84. Posener,J.A., L. Wang, J.L. Price, M.H. Gado, M.A. Province, M.I. Miller, C.M. Babb, and J.G. Csernansky."High-Dimensional Mapping ofthe Hippocampus in Depression".The American Journal of Psychiatry 160 (2003):83-89 (Published) 85. Wang, L., J.S. Swank,I.E. Glick, M.H. Gado, M.I. Miller, J.C. Morris, and J.G. Csernansky. "Changes in Hippocampal Volume and Shape Across Time Distinguish Dementia ofthe Alzheimer Type from Healthy Aging". NeuroImage 20.2 (2003):667-682 (Published) 86. Miller, M.I., M. Hosakere,A.R. Barker, C.E. Priebe, N. Lee, J.T. Ratnanather,L. Wang, M. Gado, J.C. Morris, and J.G. Csernansky."Labeled cortical mantle distance maps ofthe cingulate quantify differences between dementia ofthe Alzheimer type and healthy aging".Proceedings ofthe National Academy of Sciences 100.25 (2003):15172-15177 (Published) 87. Srivastava, A., U. Grenander,G.R. Jensen,and M.I. Miller. "Jump-Diffusion Markov Processes on Orthogonal Groups for Object Recognition".Journal ofStatistical Planning and Inference 103.1-2 (2002):15-37 (Published) 88. Jain, A., P. Moulin, M.I. Miller, and K. Ramchandran."Information-Theoretic Bounds on Target Recognition Performance Based on Degraded Image Data".IEEE Transactions on Pattern Analysis and Machine Intelligence 24.9 (2002):1153-1166 (Published) 89. Miller, M.I., A. Trouve and L. Younes. "On the Metrics and Euler-Lagrange Equations of Computational Anatomy".Annual Review of Biomedical Engineering 4 (2002):375-405 (Published) 90. Csernansky,J.G., L. Wang, D. Jones,D. Rastogi-Cruz,J.A. Posener,G. Heydebrand,J.P. Miller, and M.I. Miller. "Hippocompal Deformities in Schizophrenia Characterized by High Dimenstional Brain Mapping". The American Journal of Psychiatry. 159 (2002):2000-2006 (Published) 91. Ratnanather,J.T., K.N. Botteron, T. Nishino,A.B. Massie,R.M. Lal, S.G. Patel, S. Peddi,R.D. Todd, and M.I. Miller. "Validating Cortical Surface Analysis of Medial Prefrontal Cortex". NeuroImage 14.5 (2001):1058-1069 (Published) 92. Miller, M.I., and L. Younes."Group Actions, Homeomorphisms,and Matching:A General Framework".International Journal ofComputer Vision 41. 1-2 (2001):61-84 (Published) 93. O'Sullivan, J.A., M.D. DeVore, V. Kedia, and M.I. Miller. "SAR ATR Performance Using a ConditionallyGaussian Model".IEEE Transactions on Aerospace and Electronic Systems 37.1 (2001):91-108 (Published) 94. Wang, L., S.C. Joshi,M.I. Miller, and J.G. Csernansky."Statistical Analysis of Hippocampal Asymmetry in Schizophrenia".NeuroImage 14.3 (2001):531-545 (Published)
  18. 18. 95. Van Essen,D.C.,J.W. Lewis,H.A. Drury, N. Hadjikhani,R.B.H. Tootell,M. Bakircioglu,and M.I. Miller. "Mapping Visual Cortex in Monkeys and Humans using Surface-based Atlases".Vision Research 41.10-11 (2001):1359-1378 (Published) 96. Miller, M.I., A.B. Massie,J.T. Ratnanather,K.N. Botteron, and J.G. Csernansky."Bayesian Construction ofGeometricallyBased Cortical Thickness Metrics".NeuroImage 12.6 (2000):676- 687 (Published) 97. Shusterman,E.,M.I. Miller, and B. Rimoldi."Rate-Distortion TheoryApplied to Automatic Object Recognition ". IEEE Transactions on Information Theory46. 5 (2000):1921-1927 (Published) 98. Cooper,M.L., and M.I. Miller. "Information Measures for Object Recogntion Accomodating Signature Variability". IEEE Transactions on Information Theory46. 5 (2000):1896-1907 (Published) 99. Joshi,S.C., and M.I. Miller. "Landmark Matching via Large Deformation Diffeomorphisms".IEEE Transactions on Image Processing 9.8 (2000):1357-1370 (Published) 100.Grenander,U., A. Srivastava, and M.I. Miller. "Asymptotic Performance Analysis ofBayesian Target Recognition".IEEE Transactions on Information Theory46. 4 (2000):1658-1665 (Published) 101.Lanterman,A.D., U. Grenander,and M.I. Miller. "Bayesian Segmentation via Asymptotic Partition Functions".IEEE Transactions on Pattern Analysis and Machine Intelligence 22. 4 (2000):337-347 (Published) 102.Hogan,R.E., K.E. Mark, L. Wang, S. Joshi,M.I. Miller, and R.D. Bucholz. "Mesial Temporal Sclerosis and Temporal Lobe Epilepsy:MR Imaging Deformation-based Segmentation ofthe Hippocampus in Five Patients". Radiology216.1 (2000):291-297 (Published) 103.Csernansky,J.G., L. Wang, S. Joshi,J.P. Miller, M.H. Gado, D. Kido, D. McKeel, J.C. Morris, and M.I. Miller. "Early DAT is distinguished from aging byhigh-dimensional mapping ofthe hippocampus.Dementia ofthe Alzheimer type.". Neurology55. 11 (2000):1636-1643 (Published) 104.Csernansky,J.G., L. Wang, S.C. Joshi,M.H. Gado, J.C. Morris, and M.I. Miller. "A Computerized Brain Mapping Method for Detailed Analyses of Neuroanatomical Shapes and Volumes". International Journal of Psychopharmacology3. Suppl 1 (2000):S379 (Published) 105.Lanterman,A., J.A. O'Sullivan, and M.I. Miller. "Kullback-Lieber Distances for Quantifying Clutter and Models". Optical Engineering 38.12 (1999):2134-2146 (Published) 106.Joshi,M., J. Cui, K. Doolittle,S. Joshi,D. Van Essen,L. Wang. and M.I. Miller. "Brain Segmentation and the Generation of Cortical Surfaces".NeuroImage 9.5 (1999):461-476 (Published) 107.Grenander,U., and M.I. Miller. "Computational Anatomy:An Emerging Discipline".Quarterly of Applied Mathematics 56. 4 (1998):617-694 (Published) 108.Dupuis,P., U. Grenander,and M.I. Miller. "Variational Problems on Flows ofDeffeomorphisms for Image Matching". Quarterly Journal of Applied Mathematics (1998):587-600 (Published) 109.Khaneja,N., M.I. Miller, and U. Grenander."Dynamic Programming Generation ofCurves on Brain Surfaces". IEEE Transactions on Pattern Analysis and Machine Intelligence 20.11 (1998):1260-1265 (Published) 110.Csernansky,J.G., S. Joshi,L. Wang, J.W. Haller,M. Gado, J.P. Miller, U. Grenander,and M.I. Miller. "Hippocampal Morphometryin Schizophrenia by High Dimensional Brain Mapping". Proceedings ofthe National Academy of Sciences 95.19 (1998):11406-11411 (Published) 111.Grenander,U., M.I. Miller, and A. Srivastava. "Hilbert-SchmidtLower Bounds for Estimators on Matrix Lie Groups for ATR". IEEE Transactions on Pattern Analysis and Machine Intelligence 20.8 (1998):790-802 (Published) 112.Van Essen,D.C.,H.A. Drury, S. Joshi,and M.I. Miller. "Functional and Structural Mapping of the Human Cerebral Cortex:Solutions are in the Surfaces".Proceedings ofthe National Academy of Sciences 95.3 (1998):788-795 (Published)
  19. 19. 113.Csernansky,J.G, L. Wang, D. Kido, M. Gado, J.G. Morris, and M.I. Miller. "Hippocampal Morphometry in Dementia ofthe Alzheimer Type by Computer Algorithm".Society of Neuroscience Abstracts 24. 264 (1998) (Published) 114.Bakircioglu,M.M., U. Grenander,N. Khaneja,and M.I. Miller. "Curve matching on brain surfaces using frenetdistances".Human Brain Mapping 6.5-6 (1998):329-333 (Published) 115.Schmich,R.M., and M.I. Miller. "Stochastic Threshold Characterization ofthe Intensity of Active Channel Dynamical Action Potential Generation". The American Physiological Society(1997):2616- 2630 (Published) 116.Christensen,G.E., S.C. Joshi,and M.I. Miller, . "Volumetric Transformation ofBrain Anatomy". IEEE Transactions on Medical Imaging 16.6 (1997):864-877 (Published) 117.Lanterman,A, M.I. Miller, D.L. Snyder. "General Metropolis -Hastings Jump Diffusions for Automatic Target Recognition in Infrared Scenes".Journal of Optical Engineering 36.4 (1997):1123-1137 (Published) 118.Joshi,S., M.I. Miller, and U.Grenander."On the Geometry and Shape of Brain Sub-Manifolds". Internationational Journal ofPattern Recognition and Artificial Intelligence 11.8 (1997):1317-1343 (Published) 119.Miller, M.I., U. Grenander,J.A. Sullivan, and D.L. Snyder. "Automatic Target Recognition Organized via Jump-Diffusion Algorithms".IEEE Transactions on Image Processing 6.1 (1997):157-174 (Published) 120.Miller, M.I., A. Banerjee,G. Christensen,S.Joshi,N. Khaneja,U. Grenander,and L. Matejic. "Statistical Methods in Computational Anatomy".Statistical Methods in Medical Research 6.3 (1997):267-299 (Published) 121.Christensen,G., R.D. Rabbitt, and M.I. Miller. "Deformable Templates Using Large Deformation Kinematics".IEEE Transactions on Image Processing 5.10 (1996):1435-1447 (Published) 122.Christensen,G.E., M.I. Miller, M.W. Vannier, and U. Grenander."Individualizing Neuro-anatomical Atlases Using a Massively Parallel Computer".Computer 29.1 (1996):32-38 (Published) 123.Grenander,U., and M.I. Miller. "Computational Anatomy:An Emerging Discipline".Statistical Computing and Graphics 7.3 (1996):1-8 (Published) 124.Haller,J.W., G.E. Christensen,S.C.Joshi,J.W. Newcomer,M.I. Miller, J.G. Csernanskyand M.W. Vannier. "Hippocampal MR imaging morphometryby means ofgeneral pattern matching". Radiology199 (1996):787-791 (Published) 125.Srivastava, A., M.I. Miller, and U. Grenander."Multiple Target Direction of Arrival Tracking". IEEE Transactions on Signal Processing 43.5 (1995):1282-1285 (Published) 126.Miller, M.I., A. Srivastava, and U. Grenander."Conditional-mean Estimation via Jump-diffusion Processes in Multiple Target Tracking/Recognition".IEEE Transactions on Signal Processing 43. 11 (1995):2678-2690 (Published) 127.Schaewe,T.J., and M.I. Miller. "Parallel Algorithms for Maximum A Posteriori Estimation ofSpin Densityand Spin-spin Decayin Magnetic Resonance Imaging".IEEE Transactions on Medical Imaging 14.2 (1995):362-373 (Published) 128.Miller, M.I., T.J. Schaewe,C.S. Bosch,and J.J.H. Ackerman."Model-Based Maximum-Likelihood Estimation for Phase- and Frequency-Encoded Magnetic-Resonance-Imaging Data".Journal of Magnetic Resonance,Series B 107.3 (1995):210-221 (Published) 129.Grenander,U., and M.I. Miller. "Representations ofknowledge in complexsystems".Journal of the Royal Statistical Society. Series B (Methodological) 56.4 (1994):549-603 (Published) 130.Turmon,M.J., and M.I. Miller. "Maximum-likelihood Estimation ofComplexSinusoids and Toeplitz Covariances".IEEE Transactions on Signal Processing 42.5 (1994):1074-1086 (Published) 131.Christensen,G.E., R.D. Rabbitt,and M.I. Miller. "3D Brain Mapping using a Deformable Neuroanatomy".Physics in Medicine and Biology 39 (1994):609-618 (Published)
  20. 20. 132.Butler, C.S., M.I. Miller, T.R. Miller and J.W. Wallis."Massively Parallel Computers for 3-D Single- Photon Emission Computed Topography".Physics in Medicine and Biology 39 (1994):575-582 (Published) 133.Miller, M.I., S.C. Chen,D.A. Kuefler,and A.D. Davignon."Maximum Likelihood and the EM Algorithm for 2D NMR Spectroscopy".Journal of Magnetic Resonance,Series A 104.3 (1993):247- 257 (Published) 134.Chen,S.C., T.J. Schaewe,R.S. Teichman,M.I. Miller, S.N. Nadel,and A.S. Greene."Parallel Algorithms for Maximum-Likelihood Nuclear Magnetic Resonance Spectroscopy".Journal of Magnetic Resonance,Series A102. 1 (1993):16-23 (Published) 135.Miller, M.I., and C.S. Butler. "3-D Maximum A Posteriori Estimation for Single Photon Emission Computed Tomographyon Massively-parallel Computers".IEEE Transactions on Medical Imaging 12. 3 (1993):560-565 (Published) 136.Butler, C.S., and M.I. Miller. "Maximum A Posteriori Estimation for SPECT using Regularization Techniques on MassivelyParallel Computers".IEEE Transactions on Medical Imaging 12.1 (1993):84-89 (Published) 137.Miller, M.I., G.E. Christensen,Y. Amit, and U. Grenander."Mathematical Textbook of Deformable Neuroanatomies".Proceedings ofthe National Academy of Sciences 90.24 (1993):11944-11948 (Published) 138.Joshi,S.C., and M.I. Miller. "Maximum A Posteriori Estimation with Good's Roughness for Three- Dimensional Optical-Sectioning Microscopy".Journal of the Optical Society of America A 10. 5 (1993):1078-1085 (Published) 139.Amit, Y., and M.I. Miller. "Large deviations for coding Markov chains and Gibbs random fields". IEEE Transactions on Information Theory39. 1 (1993):109-118 (Published) 140.Miller, M.I., and J. Wang. "A new stochastic model for auditory-nerve discharge".Journal ofthe Acoustical Society of America 94. 4 (1993):2093-2107 (Published) 141.Miller, M.I., and J.A. O'Sullivan. "Entropies and Combinatorics ofRandom Branching Processes and Context-free Languages".IEEE Transactions on Information Theory38. 4 (1992):1292-1310 (Published) 142.Amit,Y., and M.I. Miller. "Large Deviations for the Asymptotics of Ziv-Lempel Codes for 2-D Gibbs Fields".IEEE Transactions on Information Theory38. 4 (1992):1271-1275 (Published) 143.Roysam,B., D.R. Maffitt, M.I. Miller, J.E. Saffitz, and L.J. Thomas."A personal computer based implementation ofthe maximum-likelihood method ofanalysis ofelectron microscope autoradiographs".MicroscopyResearch and Technique 20.1 (1992):73-86 (Published) 144.Roysam,B., and M.I. Miller. "Combining stochastic and syntactic processing with analog computation methods".Digital Signal Processing 2.2 (1992):48-64 (Published) 145.Preza, C., M.I. Miller, L. Thomas Jr.,and J.G. McNally. "Regularized Linear Method for Reconstruction ofThree-Dimensional Microscopic Objects from Optical Sections".Journal ofthe Optical Society of America A 9. 2 (1992):219-228 (Published) 146.Miller, M.I., and K.E. Mark. "A statistical studyof cochlear nerve discharge patterns in response to complexspeech stimuli".Journal ofthe Acoustical Society of America 92. 1 (1992):202-209 (Published) 147.Mark, K.E., and M.I. Miller. "Bayesian model selection and minimum description length estimation of auditory-nerve discharge rates".Journal of the Acoustical Society of America 91. 2 (1992):989- 1002 (Published) 148.Miller M.I., B. Roysam,K.R. Smith,and J.A. O'Sullivan. "Representing and Computing Regular Languages on MassivelyParallel Networks".IEEE Transactions on Neural Networks 2.1 (1991):56-72 (Published)
  21. 21. 149.McCarthy, A.W., and M.I. Miller. "Maximum Likelihood SPECTin Clinical Computation Times using Mesh-connected Parallel Computers".IEEE Transactions on Medical Imaging 10.3 (1991):426-436 (Published) 150.Miller, M.I., and B. Roysam."Bayesian Image Reconstruction for Emission Tomography Incorporating Good's Roughness Prior on Massively Parallel Processors".Proceedings ofthe National Academy of Sciences 88.8 (1991):3223-3227 (Published) 151.Miller, M.I., and D.R. Fuhrmann."Maximum-likelihood Narrow-band Direction Finding and the EM Algorithm". IEEE Transactions on Acoustics,Speech and Signal Processing 38.9 (1990):1560- 1577 (Published) 152.Chornoboy,E.S., C.J. Chen, M.I. Miller, T.R. Miller, and D.L. Snyder. "An Evaluation of Maximum Likelihood Reconstruction for SPECT". IEEE Transactions on Medical Imaging 9.1 (1990):99-110 (Published) 153.Snyder, D.L., J.A. O'Sullivan, and M.I. Miller. "The use of Maximum Likelihood Estimation for Forming Images ofDiffuse Radar Targets from Delay-Doppler Data".IEEE Transactions on Information Theory 35. 3 (1989):536-548 (Published) 154.Miller, M.I., and A.S. Greene. "Maximum-likelihood estimation for nuclear magnetic resonance spectroscopy".Journal of Magnetic Resonance 83.3 (1989):525-548 (Published) 155.Fuhrmann,D.R., and M.I. Miller. "On the Existence of Positive-definite Maximum-likelihood Estimates ofStructured Covariance Matrices". IEEE Transactions on Information Theory34. 4 (1988):722-729 (Published) 156.Fuhrmann,D.R., M.A. Brown, M.I. Miller, B. Roysam,J.E. Saffitz, and L.J. Thomas Jr.. "Data acquisition system for maximum-likelihood analysis ofelectron microscopic autoradiographs". Journal of Electron Microscopy Technique 7. 3 (1987):199-204 (Published) 157.Snyder, D.L., M.I. Miller, L.J. Thomas Jr.,and D.G. Politte. "Noise and Edge Artifacts in Maximul- Likelihood Reconstructions for Emission Tomography".IEEE Transactions on Medical Imaging MI- 6. 3 (1987):220-227 (Published) 158.Miller, M.I., B. Roysam,J.E. Saffitz, K.B. Larson,D. Fuhrmann,and L.J. Thomas Jr.."A New Method for the Analysis of Electron Microscopic Autoradiographs".Biotechniques 5.4 (1987):322- 328 (Published) 159.Miller, M.I., P.E. Barta, and M.B. Sachs."Strategies for the representation ofa tone in background noise in the temporal aspects ofthe discharge patterns ofauditory-nerve fibers". Journal of the Acoustical Society of America 81. 3 (1987):665-679 (Published) 160.Miller, M.I., D.L. Snyder, and S.M. Moore. "An Evaluation of the use of Sieves for Producing Estimates ofRadioactivity Distributions with the EM algorithm for Positron Emission Tomography". IEEE Transactions on Nuclear Science NS-33 (1986):492-495 (Published) 161.Miller, M.I., K.B. Larson,J.E. Saffitz, D.L. Snyder, and L.J. Thomas Jr.."Maximum -likelihood estimation applied to electron microscopic autoradiography".Journal of Electron Microscopy Technique 2. 6 (1985):611-636 (Published) 162.Miller, M.I., D.L. Snyder, and T.R. Miller. "Maximum-Likelihood Reconstruction for Single-Photon Emission Computed-Tomography".IEEE Transactions on Nuclear Science NS-32.1 (1985):769- 778 (Published) 163.Snyder, D.L., and M.I. Miller. "The use of Sieves to Stabilize Images Produced with the EM algorithm for Emission Tomography".IEEE Transactions on Nuclear Science NS-32.5 (1985):3864-3872 (Published) 164.Miller, M.I. "Algorithms for removing recovery-related distortion from auditory-nerve discharge patterns".Journal of the Acoustical Society of America 77. 4 (1985):1452-1464 in 79.2 (1986):570) (Published)
  22. 22. 165.Miller, M.I., and M.B. Sachs."Representation ofvoice pitch in discharge patterns ofauditory-nerve fibers".Hearing Research 14.3 (1984):257-279 (Published) 166.Miller, M.I., and M.B. Sachs."Representation ofstop consonants in the discharge patterns of auditory-nerve fibers".Journal of the Acoustical Society of America 74. 2 (1983):502-517 (Published) Publications: Conference Proceedings 1. Harms MP, Campanella C,Wang L, Aldridge K, Moffitt AJ, Keulper J, Ratnanather J, Miller MI, Barch DM, CsernanskyJG. "Abnormalities ofPrefrontal Cortex Neuroanatomyin Siblings atRisk for Schizophrenia".Society for Neuroscience Annual Meeting,Washington DC (2008) (Published) 2. Selemon LD,Ceritoglu C,Wang L, Ratnanather JT, CsernanskyJG, Miller MI, Rakic P. "The Pathologic Effects of Prenatal Irradiation on Cortical Area 46 in the Macaque: Morphometric Analysis of MR Images with Cytoarchitectonic Borders Transferred from Matching Histology Sections".Society for Biological Psychiatry, Washington DC (2008) (Published) 3. Qiu, A. and MI Miller. "Cortical Hemisphere Registration via Diffeomorphic Curve Mapping". MICCAI (2007) (Published) 4. Priebe,C., Y. Park, M.I. Miller, K. Botteron, and N. Mohan. "Hippocampus shape-space analysis of clinicallydepressed,high-risk,and control twin populations".Frontiers in the Convergence of Bioscience and Information Technologies (2007) (Published) 5. Zhang J, Richards LJ,Miller MI, Yarowsky P, van Zijl P. "Characterization of Mouse Brain and Its Developmentusing Diffusion Tensor Imaging and Computational Techniques".28th Annual Conference of IEEE Engineering in Medicine and Biology Society (2006) (Submitted) 6. Jovicich, J., M.F. Beg, S. Pieper, C. Priebe, M.I. Miller, R. Buckner,and B. Rosen."Biomedical Informatics Research Network:Integrating Multi-site Neuroimaging Data Acquisition,Data Sharing and Brain Morphometric Processing".Proceedings ofthe 18th IEEE Symposium on Computer- Based Medical Systems,2005 (2005):288-293 (Published) 7. Cao, Y., M.I. Miller, R.L. Winslow,and L. Younes."Large Deformation Diffeomorphic Metric Mapping of Fiber Orientations".Tenth IEEE International Conference on Computer Vision,2005.ICCV 2005. 2 (2005):1379-1386 (Published) 8. Qiu, A., B.J. Rosenau,A.S. Greenberg,P. Barta, S. Yantis, and M.I. Miller. "Localizing Retinotopic fMRI Activation in Human PrimaryVisual Cortex via Dynamic Programming".Proceedings ofthe 27nd Annual International Conference ofthe IEEE Engineering in Medicine and BiologySociety, Shanghai (2005) (Published) 9. Wang, L., J.C. Trein, M. Gado, M. Hosakere,M.I. Miller, and J.G. Csernansky."Volume,Area and Thickness Abnormalities ofthe Anterior Cingulate in Schizophrenia Subjects".Annual Meeting of the Society for Neuroscience (2004) (Published) 10. Csernansky,J.G., L. Wang, P. Miller, M.H. Gado, D. McKeel, M.I. Miller and J.C. Morris. "P2-166 Hippocampal shape and volume predicts the onsetofdementia in the elderly". International Conference on Alzheimer's Disease and Related Disorders,2004 Jul.NeurobiologyofAging 25. Suppl 2 (2004):S273 (Published) 11. Csernansky,J.G., L. Wang, C. Ngo, M.I. Miller, and J.C. Morris. "P3-064 Hippocampal shape predicts response to donepezil".International Conference on Alzheimer's Disease and Related Disorders,2004 Jul.Neurobiologyof Aging 25. Suppl 2 (2004):S370 (Published) 12. Barker, A.R., C.E. Priebe,M.I. Miller, M. Hosakare,J.T. Ratnanather,L. Wang, M. Gado, J.C. Morris, and J.G. Csernansky."Statistical Testing on Labelled Cortical Depth Maps to Identify Dementia Progression".Proceedings ofJointStatistical Meetings (2003) (Published)
  23. 23. 13. Ceritoglu,C., D. Bitouk, M.I. Miller, and H.A. Schmitt."Asymptotic performance ofATR in infrared images".Proceedings ofthe SPIE International Society of Optical Engineering 5094 (2003):109- 118 (Published) 14. Miller, M.I., A. Trouve, and L. Younes. "The Metric Spaces,Euler Equations,and Normal Geodesic Image Motions of Computational Anatomy".Proceedings ofthe 2003 International Conference on Image Processing,2003.ICIP 2003.2 (2003):635-638 (Published) 15. Vaillant, M., M.I. Miller, L. Younes,and C. Ceritoglu."Initial Value Diffeomorphic Landmark Matching and its Application Shape Statistics".IEEE Workshop on Statistical Signal Processing, 2003 Sep (2003):306 (Published) 16. Hosakere,M., J.T. Ratnanather,M.I. Miller, L. Wang and J.G. Csernansky."Cortical metrics ofthe cingulate gyrus:Gray matter volume, area,and thickness derived from co-occurrence analysis". International Congress on Schizophrenia Research,2003 Apr. Schizophrenia Research 60.1 Suppl 1 (2003):197-198 (Published) 17. Splinter,N.R., L. Wang, M.S. Schindler,L.D. Selemon,M.I. Miller, and J.G. Csernansky."Volume and shape abnormalities ofthe thalamus in schizophrenia subjects ".International Congress on Schizophrenia Research,2003 Apr. Schizophrenia Research 60.1 Suppl 1 (2003):207 (Published) 18. Bitouk, D., M.I. Miller, and L. Younes. "Asymptotic performance analysis for objectrecognition in clutter". Proceedings ofthe SPIE International Society of Optical Engineering 5094 (2003):101-108 (Published) 19. Ratnanather,J.T., C.E. Priebe,and M.I. Miller. "Semi-automated segmentation ofcortical subvolumes via hierarchical mixture modeling".Proceedings ofthe SPIE International Society of Optical Engineering 5032 (2003):1602-1612 (Published) 20. Csernansky,J.G., L. Wang, J. Swank, C.C. Ting, J.P. Miller, M.I. Miller, and J.C. Morris. "Hippocampal Volume and Shape Variation Predicts Cognitive Decline in Nondemented Elder Subjects".World Alzheimer Congress,2002 Jul;Stockholm,Sweden (2002) (Published) 21. Bitouk, D., M.I. Miller, and L. Younes. "EmpiricallyGenerated Metric Spaces for ATR in Clutter". 36th Asilomar Conference on Signals,Systems and Computers,2002 Oct 2 (2002):1407-1410 (Published) 22. Beg, M.F., M.I. Miller, A. Trouve, and L. Younes."Computing Metrics on Anatomical Shapes in Computational Anatomy".Proceedings ofthe Second JointEMBS/BMES Conference,2002 Oct 2 (2002):989-990 (Published) 23. Beg, M.F., M.I. Miller, A. Trouve, and L. Younes."Computational Anatomy:Computing Metrics on Anatomical Shapes".Proceedings ofthe 2002 IEEE International Symposium on Biomedical Imaging,2002 (2002):341-344 (Published) 24. Wang, L., J.S. Swank,M.I. Miller, J.C. Morris, and J.G. Csernansky."Progressive Hippocampal Atrophy Distinguishes DAT and Healthy Aging". Annual Meeting of the Society for Neuroscience (2002) (Published) 25. Csernansky,J.G., L. Wang, J. Swank, C.C. Ting, J.P. Miller, M. Gado, D. McKeel, M.I. Miller, and J.C. Morris. "Hippocampal Volume and Shape Predicts Cognitive Decline in the Elderly". World Alzheimer Congress,2002 Jul;Stockholm,Sweden (2002) (Published) 26. Winslow,R.L., P. Helm,W. Baumgartner Jr., J.T. Ratnanather,S. Peddi,E. McVeigh and M.I. Miller. "Imaging-based Integrative Models of the Heart: Closing the Loop between Experimentand Simulation".The Novartis Foundation Symposium on In Silico Simulation ofBiological Processes, 2001;University College London,Edited by G. Bock, and J.A. Goode. "In Silico"Simulation of Biological Processes (2001) (Published) 27. Wang, L., S.C. Joshi,M.I. Miller, and J.G. Csernansky."Quantifying Hippocampal Assymetry in Schizophrenia".International Congress on Schizophrenia Research,2001 Apr; Whistler,British Columbia,Canada.Schizophrenia Research (2001):170 (Published)
  24. 24. 28. Bitouk, D., U. Grenander,M.I. Miller, and P. Tyagi. "Fisher information in transported generator clutter models".Proceedings ofthe SPIE International Society of Optical Engineering 4379 (2001):560-573 (PDF) (Published) 29. Jain, A., P. Moulin, M.I. Miller, and K. Ramchandran."Information-theoretic bounds on target recognition performance".Proceedings ofthe SPIE International Society of Optical Engineering 4050 (2000):347-358 (Published) 30. Wang, L., S.C. Joshi,M.I. Miller, U. Grenander,and J.G. Csernansky."Statistical Analysis of Hippocampal Assymetryin Schizophrenia".Annual Meeting of the Society for Neuroscience,2000 Nov; New Orleans,LA (2000) (Published) 31. Csernansky,J.G., L. Wang, S. Joshi,J.P. Miller, M.H. Gado, D. Kido, D. McKeel, J. Morris, and M.I. Miller. "Early DAT is Distinguished from Aging by High Dimensional Mapping ofthe Hippocampus". First International Meeting of Alzheimer's Imaging Consortium,2000 Jul;Washington,DC (2000) (Published) 32. Srivastava, A., M.I. Miller, and U. Grenander."Jump-diffusion Processes on Matrix Lie Groups for Bayesian Inference". Proceedings ofthe IEEE Signal Processing Workshop on Higher-Order Statistics,1999 Jun; Caesares,Israel (1999):126-129 (Published) 33. Koksal,A.E., J.H. Shapiro,and M.I. Miller. "Performance Analysis for Ground-based Target Orientation Estimation:FLIR/LADAR Sensor Fusion".33rd Asilomar Conference on Signals, Systems,and Computers,1999.2 (1999):1240-1244 (Published) 34. Lanterman,A.D., M.L. Cooper,and M.I. Miller. "Efficient estimation ofthermodynamic state incorporating Bayesian model order selection".Proceedings ofthe SPIE International Society of Optical Engineering 3718 (1999):2-13 (Published) 35. Kostakis,J., M.L. Cooper,T.J. Green Jr., M.I. Miller, J.A. O'Sullivan, J.H. Shapiro,and D.L. Snyder. "Multispectral sensor fusion for ground-based targetorientation estimation:FLIR,ladar,HRR". Proceedings ofthe SPIE International Society of Optical Engineering 3718 (1999):14-24 (Published) 36. Loizeaux, M., A. Srivastava, and M.I. Miller. "Estimation ofpose and location of ground targets for ATR". Proceedings ofthe SPIE International Society of Optical Engineering 3720 (1999):140-151 (Published) 37. Bakircioglu,M.M., S.C. Joshi,and M.I. Miller. "Landmark matching on brain surfaces via large deformation diffeomorphisms on the sphere".Proceedings ofthe SPIE International Society of Optical Engineering 3661 (1999):710-715 (Published) 38. Cooper,M.L., A. Srivastava, and M.I. Miller. "Quadratic analysis ofinformation measures for object recognition".Proceedings ofthe SPIE International Society of Optical Engineering 3721 (1999):819-827 (Published) 39. Miller, M.I., M. Cooper,and J. Kostakis,. "The Information Theory of Sensor Fusion".Second ONR/GTRI Workshop on Target Tracking and Sensor Fusion,1999 Jun;Atlanta, GA (1999) (Published) 40. Cooper,M., A. Srivastava, and M.I. Miller. "Information Measures for Object Recognition". Proceedings ofthe Thirty-third Annual Conference on Information Sciences and Systems,1999 Mar; Johns Hopkins University,Baltimore,MD, Edited by J.L. Prince,and T.D. Tran (1999):179-183 (Published) 41. Moulin, P., and M.I. Miller. "Detection Bounds for Automatic Target Recognition in Compressed Domain".IEEE International Symposium on Information Theory, 1998 Aug; Cambridge,MA (1998):143 (Published) 42. Wang, L., and M.I. Miller. "Large deformation image matching via volume imagery".Vision Geometry VII, 1998 Jul; San Diego,CA. Proceedings ofthe SPIE International Society of Optical Eng., Edited by R.A. Melter, A.Y. Wu, and L.J. Latecki 3454 (1998):317-323 (Published)
  25. 25. 43. Kostakis,J., M.L. Cooper,T.J. Green Jr., M.I. Miller, J.A. O'Sullivan, J.H. Shapiro,and D.L. Snyder. "Multispectral active-passive sensor fusion for ground-based targetorientation estimation". Automatic Object Recognition VIII, 1998 Apr; Orlando,FL. Proceedings ofthe SPIE International Society of Optical Eng., Edited by F.A. Sadjadi 3371 (1998):500-507 (Published) 44. Cooper,M.L., and M.I. Miller. "Information Measures for Object Recogntion".Algorithms for Synthetic Aperture Radar Imagery V, 1998 Apr; Orlando,FL. Proceedings ofthe SPIE International Society of Optical Eng., Edited by E.G. Zelnio 3370 (1998):637-645 (Published) 45. Jain, A., P. Moulin, M.I. Miller, and K. Ramchandran."Performance Bounds for ATR based on Compressed Data".Ninth Army Compression Workshop,1998 Dec;Huntsville,AL (1998) (Published) 46. Wang, L., J. Cui, and M.I. Miller. "Validating High-Dimensional Transformations ofthe Hippocampus".Fourth International Conference on Functional Mapping of the Human Brain,1998 Jun; Montreal, Canada (1998) (Published) 47. Zhu, S.C., A. Lanterman,and M.I. Miller. "Clutter Modelling and Performance Analysis in Automatic Target Recognition".Workshop on Detection and Classification ofDifficultTargets,1998 Jun; Redstone Arsenal,AL (1998) (Published) 48. Srivastava, A., M. Cooper,M.I. Miller, and U. Grenander."Multi-Sensor Fusion and Performance Analysis of ATR". First International Conference on Multisource-Multisensor Information Fusion, 1998 Jul; Las Vegas,NV, Edited by H.R. Arabnie, and D. Zhu (1998) (Published) 49. Cooper,M., and M.I. Miller. "Information Gain in Object Recognition via Sensor Fusion".First International Conference on Multisource-Multisensor Information Fusion,1998 Jul;Las Vegas,NV, Edited by H.R. Arabnie, and D. Zhu (1998) (Published) 50. Zhu, S.C., and M.I. Miller. "Clutter, Occlusion and Performance Analysis in TargetDetection". Workshop on target Detection in Heavy Clutter (1998) (Published) 51. Christensen,G.E., J.F. Williamson,K.S.C. Chao,M.I. Miller, F.B. So, and M.W. Vannier. "Deformable anatomical templates for brachytherapy treatmentplanning in radiotherapyof cervical cancer". Vision Geometry VI, 1997 Jul; San Diego,CA. Proceedings ofthe SPIE International Society of Optical Eng., Edited by R.A. Melter, A.Y. Wu, and L.J. Latecki 3168 (1997):147-154 (Published) 52. Cooper,M.L., U. Grenander,M.I. Miller, and A. Srivastava. "Accommodating geometric and thermodynamic variabilityfor forward-looking infrared sensors".Algorithms for Synthetic Aperture Radar Imagery IV, 1997 Apr; Orlando, FL. Proceedings ofthe SPIE International Society of Optical Eng., Edited by E.G. Zelnio 3070 (1997):162-172 (Published) 53. Lanterman,A.D., M.I. Miller, and D.L. Snyder. "Representations ofshape for structural inference in infrared scenes".Automatic Object Recognition VII, 1997 Apr; Orlando, FL. Proceedings ofthe SPIE International Society of Optical Eng., Edited by F.A. Sadjadi 3069 (1997):257-268 (Published) 54. Wang, L., and M.I. Miller. "Construction ofStatistical Templates for Cross -ModalityMapping". First Aachen Conference on Neuropsychologyin Neurosurgery,Psychiatry and Neurology, 1997 Dec; Aachen, Germany (1997) (Published) 55. Bucholz, Levy, Marzouk, T.J. Schaewe, M.I. Miller, K.R. Smith,Henderson,and Abed. "The Determination ofan Ideal PallidotomyTarget by the Incorporation of Intraoperative Physiological recordings Deformed into a Patient Specific Brain Atlas". AANS Annual Meeting, 1997 Aug (1997) (Published) 56. Bucholz, Levy, Marzouk, Abed, M.I. Miller, and Henderson."A Patient Specific Deformable Brain Atlas Accounting for Structural Variability Between Individual Patients". AANS Annual Meeting, 1997 Aug (1997) (Published)
  26. 26. 57. Schmich,R.M., and M.I. Miller. "Stochastic Models of the Fast and Slow Components ofSynaptic Recovery and Post-Synaptic Action Potential Generation".20th Annual Midwinter Research Meeting of the Association for Research in Otolaryngology, 1997 Feb; St. Petersburg Beach,FL, Edited by G.F. Popelka (1997):153 (Published) 58. Yang, F., M.I. Miller, R.D. Boyle, M. Highstein,R.D. Rabbitt,and R.M. Schmich."Stochastic Representation ofAction Potential Generation of Avian and Toad Fish Vestibular Semicircular Neurons".20th Annual Midwinter Research Meeting of the Association for Research in Otolaryngology, 1997 Feb; St. Petersburg Beach,FL, Edited by G.F. Popelka (1997):35 (Published) 59. Lanterman,A.D., M.I. Miller, and D.L. Snyder. "Representations ofthermodynamic variabilityin the automated understanding ofFLIR scenes".Automatic Object Recognition VI, 1996 Apr; Orlando, FL. Proceedings ofthe SPIE International Society of Optical Eng., Edited by F.A. Sadjadi 2756 (1996):26-37 (Published) 60. Haller,J.W., A. Banerjee,G.E. Christensen,A.Z. Snyder, M.I. Miller, and M.E. Raichle."High Dimensional Transformation ofPET and MRI to Atlas Space". 2nd International Conference on Functional Mapping of the Human Brain,1996 Jun 21; Boston,MA (1996) (Published) 61. Csernansky,J.G., J.W. Haller,A. Banerjee,L. Wang, S.C. Joshi,G.E. Christensen,M. Gado, M.W. Vannier, and M.I. Miller. "A Comparison ofthe Hippocampus in Schizophrenia and Control Subjects using Automated Methods for Neuromorphometry". 35th Annual Meeting of the ACNP, 1996 Dec; San Juan,Puerto Rico (1996) (Published) 62. Christensen,G.E., S.C. Joshi,and M.I. Miller. "Individualizing Anatomical Atlases of the Head".4th International Conference on Visualization in Biomedical Computing,1996 Sep;Hamburg,Germany, Edited by K.H. Höhne,and R. Kikinis (1996):343-348 (Published) 63. Cooper,M., A.D. Lanterman,S.C.Joshi,and M.I. Miller. "Representing the Variation of Thermodynamic State via Principal Components Analysis".3rd workshop on Conventional Weapon ATR, 1996 Nov; Huntsville,AL (1996):479-490 (Published) 64. Banerjee,A., G.E. Christensen,J. Haller,S.C. Joshi,M.I. Miller and M. Raichle."Accomodationg Anatomical Variability in Functional Imaging via Deformable Templates".33rd Annual Allerton Conference on Communication,Control and Computing,1995 Oct; Monticello,IL (1995):212 (Published) 65. Mark, K.E., M.I. Miller, and U. Grenander."Markov Random Field Models for Natural Language". IEEE International Symposium on Information Theory,1995 Sep; British Columbia,Canada (1995):392 (Published) 66. Foltz, M.A., A. Srivastava, M.I. Miller, and U. Grenander."Detection of multiple airborne targets from multisensor data".Radar/Ladar Processing,1995 Jul;San Diego,CA. Proceedings ofthe SPIE International Society of Optical Eng., Edited by W.J. Miceli 2562 (1995):162-171 (Published) 67. Lanterman,A.D., M.I. Miller, and D.L. Snyder. "Unification of detection, tracking,and recognition for millimeter wave and infrared sensors".Radar/Ladar Processing,1995 Jul;San Diego,CA. Proceedings ofthe SPIE International Society of Optical Eng., Edited by W.J. Miceli 2562 (1995):150-161 (Published) 68. Joshi,S.C., J. Wang, M.I. Miller, D.C. Van Essen,and U. Grenander."Differential geometryof the cortical surface". Vision Geometry IV, 1995 Jul; San Diego,CA. Proceedings ofthe SPIE International Society of Optical Eng., Edited by R.A. Melter, A.Y. Wu, F.L. Bookstein,and W.D.K. Green 2573 (1995):304-311 (Published) 69. Joshi,S.C., M.I. Miller, G.E. Christensen,A. Banerjee,T. Coogan,and U. Grenander."Hierarchical brain mapping via a generalized Dirichletsolution for mapping brain manifolds".Vision Geometry IV, 1995 Jul; San Diego,CA. Proceedings ofthe SPIE International Society of Optical Eng., Edited by R.A. Melter, A.Y. Wu, F.L. Bookstein,and W.D.K. Green 2573 (1995):278-289) (Published)
  27. 27. 70. Rabbitt, R.D., J.A. Weiss,G.E. Christensen,and M.I. Miller. "Mapping of hyperelastic deformable templates using the finite elementmethod".Vision GeometryIV, 1995 Jul; San Diego,CA. Proceedings ofthe SPIE International Society of Optical Eng., Edited by R.A. Melter, A.Y. Wu, F.L. Bookstein,and W.D.K. Green 2573 (1995):252-265 (Published) 71. Lanterman, A.D., M.I. Miller, and D.L. Snyder. "Implementation ofjump-diffusion algorithms for understanding FLIR scenes".Automatic Object Recognition V, 1995 Apr; Orlando, FL. Proceedings of the SPIE International Society of Optical Eng., Edited by F.A. Sadjadi 2485 (1995):309-320 (Published) 72. Haller,J.W., G.E. Christensen,M.I. Miller, S.C. Joshi,M. Gado, J.G. Csernansky,and M.W. Vannier. "Comparison ofautomated and manual segmentation ofhippocampus MR images". Medical Imaging 1995:Image Processing,1995 Feb;San Diego,CA. Proceedings ofthe SPIE International Society of Optical Eng., Edited by M.H. Loew 2434 (1995):206-215 (Published) 73. Haller,J.W., G.E. Christensen,S.C.Joshi,M. Gado, M.I. Miller, and M.W. Vannier. "Precision and Accuracy of a High Dimensional Transformation and Segmentation ofMR Images ofthe Hippocampus".Information Processing in Medical Imaging:14th International Conference,1995 Jun; Brest, France, Edited by Y. Bizais, C. Barillot,and R. Di Paola (1995):401-402 (Published) 74. Christensen,G.E., R.D. Rabbitt,M.I. Miller, S.C. Joshi,U. Grenander,T. Coogan,and D. Van Essen."Topological Properties ofSmooth Anatomic Maps". Information Processing in Medical Imaging:14th International Conference,1995 Jun;Brest, France, Edited by Y. Bizais, C. Barillot, and R. Di Paola (1995):101-112 (Published) 75. Schmich,R.M., and M.I. Miller. "Stochastic Intensity of Hodgkin-Huxley-Based Spike generation Models". 18th Annual Midwinter Research Meeting of the Association for Research in Otolaryngology, 1995 Feb. (1995) (Published) 76. Christensen,G.E., M.I. Miller, J.L. Marsh, and M.W. Vannier. "Automatic Analysis of Medical Images Using a Deformable Textbook".International Symposium on Computer Communication Systems for Image Guided Diagnosis and Therapy,1995 Jun, Edited by H.U. Lemke,K. Inamura, D. Jaffe, and M.W. Vannier (1995):146-151 (Published) 77. Lanterman,A.D., M.I. Miller, and D.L. Snyder. "Automatic Target Recognition via the Simulation of Infrared Scenes".6th Annual Ground Target Modeling and Validation Conference,1995 Aug; Houghton,MI (1995):195-204 (Published) 78. Christensen,G.E., M.I. Miller, and M.W. Vannier. "A 3-D Deformable Magnetic Resonance Textbook Based on Elasticity". 1994 AAAI Spring Symposium:Applications ofComputer Vision in Medical Imaging,1994 Mar; Palo Alto, CA (1994) (Published) 79. Srivastava, A., M.I. Miller, and U. Grenander."Lie Group Parametrization for Dynamics based prior in ATR". 1994 Sixth IEEE Digital Signal Processing Workshop,1994 Oct; Yosemite National Park, CA (1994):97-100 (Published) 80. O'Sullivan, J.A., K. Mark, and M.I. Miller. "Markov Random Fields on Graphs for Natural Languages".1994 IEEE-IMS Workshop on Information Theory and Statistics,1994 Oct; Alexandria, VA (1994):47 (Published) 81. Lanterman,A.D., M.I. Miller, D.L. Snyder, and W.J. Miceli. "Jump-diffusion processes for the automated understanding ofFLIR scenes".Automatic Object Recognition IV, 1994 Apr; Orlando, FL. Proceedings ofthe SPIE International Society of Optical Eng., Edited by F.A. Sadjadi 2234 (1994):416-427 (Published) 82. O'Sullivan, J.A., S.P. Jacobs,M.I. Miller, and D.L. Snyder. "A Likelihood-based Approach to Joint Target Tracking and Identification".27th Asilomar Conference on Signals,Systems and Computers, 1993 Nov; Pacific Grove, CA 1 (1993):290-294 (Published)
  28. 28. 83. Srivastava, A., R.S. Teichman,M.I. Miller, D. Snyder, and J.A. O'Sullivan. "Jump-diffusion Based Sampling Algorithm for Target Tracking and Recognition".27th Asilomar Conference on Signals, Systems and Computers,1993 Nov; Pacific Grove, CA 2 (1993):1181-1185) (Published) 84. Miller, M.I., Y. Amit, and U. Grenander."Jump-Diffusion Processes for Unknown Model Order Estimation Problems".1993 IEEE International Symposium on Information Theory,1993 (1993):185 (Published) 85. Schaewe,T.J., and M.I. Miller. "A model-Based Approach to Magnetic Resonance Image Estimation".1993 IEEE International Symposium on Information Theory,1993 (1993):134 (Published) 86. O'Sullivan, J.A., K.C. Du, R.S. Teichman,M.I. Miller, D.L. Snyder, and V.C. Vannicola. "Reflectivity models for radar target recognition".Proceedings ofthe SPIE International Society of Optical Engineering 1960 (1993):152-161 (Published) 87. Preza, C., M.I. Miller, and J.A. Conchello."Image reconstruction for 3D lightmicroscopywith a regularized linear method incorporating a smoothness prior".Proceedings ofthe SPIE International Society of Optical Engineering 1905 (1993):129-149 (Published) 88. Christensen,G.E., R.D. Rabbitt,and M.I. Miller. "A Deformable NeuroanatanomyTextbook Based on Viscous Fluid Mechanics".27th Annual Conference on Information Sciences and System,1993 Mar; Baltimore,MD, Edited by J. Prince and T. Runolfsson (1993):211-216 (Published) 89. Snyder, D.L., A.D. Lanterman,and M.I. Miller. "Regularizing Images in Emission Tomographyvia an Extension of Good's Roughness Penalty".Conference Record of the 1992 IEEE Nuclear Science Symposium and Medical Imaging Conference,1992.2 (1992):1223 (Published) 90. Smith,K.R., and M.I. Miller. "Iterative Bayesian method for segmenting images thathave undergone a gray-level degradation".Sensor Fusion IV: Control Paradigms and Data Structures, 1991 Nov; Boston,MA. Proceedings ofthe SPIE International Society of Optical Eng., Edited by P.S. Schenker 1611 (1992):555-563 (Published) 91. Christensen,G.E., M.I. Miller, Y. Amit and U. Grenander."Global Shape Models for Anatomical Structures". 26th Annual Conference on Information Sciences and System,1992 Mar; Princeton, NJ, Edited by H.V. Poor, and S.C. Schwartz (1992):356 (Published) 92. Mark, K., M.I. Miller and U. Grenander."Parameter Estimation for Constrained ContextFree Language Models".5th DARPA Speech and Annual Language Workshop,1992 Feb;Harriman,NY (1992):146-149 (Published) 93. Grenander,U., M.I. Miller, and G.E. Christensen."Deformable Anatomical Databases using Global Shape Models:A Position Paper for the 1992 Electronic Imaging ofthe Human Body Workshop". Cooperative Working Group on Whole Body 3-D Electronic Imaging ofthe Human Body, 1992 Mar (1992) (Published) 94. Miller, M.I., and J.A. O'Sullivan. "On the Entropy of Random Branching Processes".Proceedings. 1991 IEEE International Symposium on Information Theory,1991 (1991):20 (Published) 95. Butler, C.S., and M.I. Miller. "Maximum A Posteriori Estimation for SPECT using Regularization Techniques on Massively-parallel Computers".Conference Record ofthe 1991 IEEE Nuclear Science Symposium and Medical Imaging Conference,1991.3 (1991):2001-2005 (Published) 96. Grenander U., and M.I. Miller. "An Application of the Global Model". Proceedings ofthe Seventh Workshop on Multidimensional Signal Processing,1991.(1991):P.5 (Published) 97. Miller, M.I., B. Roysam,and K.R. Smith. "Automated Segmentation ofBiological Shapes in Electron Microscopic Autoradiography". 25th Annual Conference on Information Sciences and System,1991 Mar; Baltimore,MD, Edited by F. Davidson and J. Goutsias (1991) (Published) 98. Roysam,B., and M.I. Miller. "Stochastic Representation ofMemoryless Boolean Functions: Application to Boundary Estimation atLow Contrast". 1990 International Conference on Acoustics, Speech,and Signal Processing,1990 Apr; Albuqerque,NM 4 (1990):2333-2336 (Published)
  29. 29. 99. Smith,K.R., and M.I. Miller. "A Bayesian Approach Incorporating Rissanen Complexityfor Learning Markov Random Field Texture Models".1990 International Conference on Acoustics,Speech,and Signal Processing,1990.ICASSP-90. 4 (1990):2317-2320 (Published) 100.Schaewe,T.J., and M.I. Miller. "Maximum likelihood reconstruction algorithm for magnetic resonance imaging".Medical Imaging IV: Image Formation,1990 Feb; NewportBeach, CA. Proceedings ofthe SPIE International Society of Optical Eng., Edited by R.H. Schneider 1231 (1990):188-194 (Published) 101.Miller, M.I.. "Stochastic Representations ofFormal Languages".The 1989 IEEE/CAM Information Theory Workshop atCornell,1989 Jun; Ithaca, NY. (1989):8_4 (Published) 102.Roysam,B., and M.I. Miller. "A Unified Approach for Hierarchical Imaging Based on Joint Hypothesis Testing and Parameter Estimation".1989 International Conference on Acoustics, Speech,and Signal Processing,1989.ICASSP-89. 3 (1989):1779-1782 (Published) 103.Smith,K.R., and M.I. Miller. "Learning regular grammars on connection architectures".1989 International Conference on Acoustics,Speech,and Signal Processing,1989.ICASSP-89. 4 (1989):2501-2504 (Published) 104.Fuhrmann,D.R., and M.I. Miller. "Maximum-likelihood Wideband Direction-of-arrival Estimation". Sixth Multidimensional Signal Processing Workshop,1989.(1989):133-134 (Published) 105.Roysam,B., J.A. Shrauner,and M.I. Miller. "Bayesian Imaging using Good's Roughness Measure- Implementation on a Massively Parallel Processor".1988 International Conference on Acoustics, Speech,and Signal Processing,1988.ICASSP-88. 2 (1988):932-935 (Published) 106.Miller, M.I., M.J. Turmon,J.A. O'Sullivan, and D.L. Snyder. "Spectrum Estimation via Maximum Likelihood Estimation ofToeplitz Constrained Covariances".Fourth Annual ASSP Workshop on Spectrum Estimation and Modeling,1988.(1988):182-185 (Published) 107.Roysam,B., and M.I. Miller. "Grammars and Bayes Priors for Hierarchical Image Processing on Massively Parallel Processors".26th Annual Allerton Conference on Communication,Control and Computing,1988 Oct; Monticello, IL (1988) (Published) 108.Snyder, D.L., M.I. Miller, and T.J. Schultz. "Constrained Probability-DensityEstimation from Noisy Data". 22nd Annual Conference on Information Sciences and System,1988 Mar; Princeton,NJ (1988):170-172 (Published) 109.Miller, M.I., B. Roysam,and K.R. Smith. "Mapping Rule-based and Stochastic Constraints to Connection Architectures:Implications for Hierarchical Image Processing".Visual Communications and Image Processing,1988 Nov. Proceedings ofthe SPIE International Society of Optical Eng., Edited by T.R. Hsing 1001 (1988):1078-1085 (Published) 110.Miller, M.I., and D.L. Snyder. "The Role of Likelihood and Entropy in Incomplete-Data Problems: Applications to Estimating Point-Process Intensities and ToeplitzConstrained Covariances". Proceedings ofthe IEEE 75. 7 (1987):892-907 (Published) 111.Miller, M.I., and D.R. Fuhrmann."An EM Algorithm for Direction-of-Arrival Estimation for Narrowband Signals in Noise".Advanced Algorithms and Architectures for Singal Processing II, 1987 Aug; San Diego,CA. Proceedings ofthe SPIE International Society of Optical Eng., Edited by F.T. Luk 826 (1987):101-103 (Published) 112.Snyder, D.L., J.A. O'Sullivan, and M.I. Miller. "An Estimation Theoretic Approach for Imaginary Diffuse Radar-Targets".Advanced Algorithms and Architectures for Singal Processing II, 1987 Aug; San Diego,CA. Proceedings ofthe SPIE International Society of Optical Eng., Edited by F.T. Luk 826 (1987):141-142 (Published) 113.Barrett, R.C., A.W. McCarthy, M.I. Miller and R.E. Morley. "Gaussian Convolutions on a Massively Parallel Processor".21stAnnual Conference on Information Sciences and System,1987 Mar; Baltimore,MD, Edited by W.J. Rugh, and B.L. Hughes (1987):373-374 (Published)
  30. 30. 114.Miller, M.I., and D.R. Fuhrmann."Maximum-Likelihood Direction ofArrival Estimations for Multiple Narrowband Signals in Noise".21stAnnual Conference on Information Sciences and System,1987 Mar; Baltimore,MD, Edited by W.J. Rugh,and B.L. Hughes (1987):710-712 (Published) 115.Turmon,M.J., and M.I. Miller. "Performance Evaluation of Maximum -Likelihood Estimation of Toeplitz Covariances Generated with the Expectation Maximization Algorithm".21stAnnual Conference on Information Sciences and System,1987 Mar; Baltimore,MD, Edited by W.J. Rugh, and B.L. Hughes (1987):548 (Published) 116.Fuhrmann,D.R., and M.I. Miller. "On the Existence of Positive Definite Maximum-Likelihood Estimates ofStructured Covariance Matrices". 21stAnnual Conference on Information Sciences and System, 1987 Mar; Baltimore,MD, Edited by W.J. Rugh,and B.L. Hughes (1987):549-552 (Published) 117.Snyder, D.L., and M.I. Miller. "The use of Grenander's Sieves in Quantum -Limited Imaging".24th Annual Allerton Conference on Communication,Control and Computing,1986 Oct; Monticello, IL (1986):213 (Published) 118.Miller, M.I., and D.L. Snyder. "The Application of Maximum Entropy and Maximum-Likelihood for Spectral Estimation ". Proceedings ofthe IEEE International Symposium on Information Theory, 1986 Oct; Ann Arbor, MI (1986):53 (Published) 119.Miller, M.I., D.L. Snyder, and M.J. Turmon. "Iterative Maximum-Likelihood estimation ofToeplitz- Constrained Covariances".24th Annual Allerton Conference on Communication,Control and Computing,1986 Oct; Monticello, IL (1986):111-112 (Published) 120.Miller, M.I., and D.L. Snyder. "An Alternating Maximization of the Entropy/Likelihood Function for Image Reconstruction and Spectrum Estimation".Advanced Algorithms and Architectures for Signal Processing,1986 Aug; San Diego,CA. Proceedings ofthe SPIE International Society of Optical Eng., Edited by J.M. Speiser 696 (1986):163-166 (Published) 121.Miller, M.I.. "Strategies for the Representation ofBroadband Stimuli in the Discharge Patters of Auditory Nerve Fibers".NATO Advanced Research Workshop on Auditory Frequency Selectivity, 1986 Jun. (1986):265-272 (Published) 122.Snyder, D.L., and M.I. Miller. "Estimation under Quantum-Limited Conditions".Quantum Limited Imaging and Image Processing Topical Meeting,1986 Mar; Honolulu,HI(1986):120-123 (Published) 123.Bergeron,L.E., A.J. Goldberg,S.Y. Kwon, and M.I. Miller. "A RobustAdaptive Transform Coder for 9.6 Kb/s Speech Transmission".1980 International Conference on Acoustics,Speech and Signal Processing,1980 Apr; Denver, CO (1980):344-347 (Published) Publications: Patents 1. LaurentYounes,Michael I. Miller, Anqi Qui. "Renormalization ofLongitudinal or Grouped Anatomical Data via Parallel Translation in Shape Manifolds".(2008) (UA Patent, pending) (Submitted) 2. Susumu Mori,Michael I. Miller, Anqi Qui, Can Ceritoglu,Jiangyan Zhang."Description ofInvention: Advanced CostFunctions for Image Registration for Automated Image Analysis:Multi-Channel, Hypertemplate and Atlases With Built-In Anatomical Variability". (2008) (US patent, pending) (Submitted) 3. Susumu Mori,Michael I. Miller, Anqi Qui. "Automated Surface-based Anatomical Analysis Based on Atlas-Based Segmentation ofMedical Imaging".(2008) (US patent, pending) (Submitted) Publications: Other
  31. 31. 1. Anqi Qiu, Michael I. Miller. "Computational Functional Anatomy".Asilomar Conference on Signals, Systems,and Computers,Nov2007, Montery, CA (2007) (Published) 4. Anqi Qiu, LaurentYounes,Lei Wang, J. Tilak Ratnanather,John Csernansky,Michael I. Miller. "Cortical Thinning of Cingulate Gyrus in Schizophrenia".International Congress on Schizophrenia Research,Apr 2007,Colorado Springs.(2007) (Published) Supervised Students Nayoung Lee Ph.D. Awarded, 2010 Biomedical Engineering:Thesis title:Characterization of Brain Developmentin Children Using Diffusion Tensor Imaging Can Ceritoglu Ph.D. Awarded Spring 2008 Biomedical Engineering:Thesis title:Multichannel Large Deformation Diffeomorphic Metric Mapping and Registration ofDiffusion Tensor Images Marc Vaillant Ph.D. Awarded, Spring 2007 Biomedical Engineering.Thesis title:Surface Matching via Currents and TangentSpace Representations for Statistics on Diffeomorphisms Sachin Gangaputra Ph.D. Awarded 2006 Graduate ECE Anqi Qiu Ph.D. Awarded, 2006 Postdoc Thesis Title:Intrinsic and Extrinsic Analysis in Computational Anatomy Dmitri Bitouk Ph.D. Awarded Summer 2006 Biomedical Engineering:Thesis title:Head-Pose and Illumination Invariant3-D Audio-Visual Speech Recognition Jiangyang Zhang Ph.D. Awarded, Spring 2004 Biomedical Engineering Agatha Lee Graduated Spring 2003 Undergraduate Faisal Beg Ph.D. Awarded, Summer 2003

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