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Defining Biomedical Informatics and its
Relationship to Dental Research and Practice
By
SATHISHKUMAR G
(sathishsak111@gmail.com)
What is Medical Informatics?
The scientific field that deals with the
storage, retrieval, sharing, and optimal use
of biomedical information, data, and
knowledge for problem solving and
decision making.
Medical informatics touches on all basic
and applied fields in biomedical science
and is closely tied to modern information
technologies, notably in the areas of
computing and communication.
Medical Informatics in Perspective
Basic Research
Applied Research
Methods, Techniques, and Theories
Public Health
Clinical
Medicine
Nursing
Veterinary
Medicine
Dentistry
Molecular
Biology
Visualization
Medical Informatics in Perspective
Basic Research
Applied Research
Methods, Techniques, and Theories
Public Health
Informatics
Clinical
Medicine
Informatics
Nursing
Informatics
Veterinary
Informatics
Dental
Informatics
Bioinformatics
Imaging
Informatics
Medical Informatics in Perspective
Basic Research
Applied Research
Methods, Techniques, and Theories
Public Health
Informatics
Clinical
Medicine
Informatics
Nursing
Informatics
Veterinary
Informatics
Dental
Informatics
Bioinformatics
Imaging
Informatics
ClinicalClinical
Medical Informatics in Perspective
Basic Research
Applied Research
Methods, Techniques, and Theories
Public Health
Informatics
Clinical
Informatics
Bioinformatics
Imaging
Informatics
Medical Informatics
Medical Informatics in Perspective
Basic Research
Applied Research
Medical Informatics Methods,
Techniques, and Theories
Imaging
Informatics
Clinical
Informatics
Bioinformatics
Public Health
Informatics
Molecular and
Cellular
Processes
Tissues and
Organs
Individuals
(Patients)
Populations
And Society
Medical Informatics in Perspective
Medical Informatics Methods,
Techniques, and Theories
Imaging
Informatics
Clinical
Informatics
Bioinformatics
Public Health
Informatics
Medical Informatics in Perspective
Medical Informatics Methods,
Techniques, and Theories
Imaging
Informatics
Clinical
Informatics
Bioinformatics
Public Health
Informatics
Bioinformatics Methods,
Techniques, and Theories
??
??
Biomedical
??
Biomedical Informatics in Perspective
Basic Research
Applied Research
Biomedical Informatics Methods,
Techniques, and Theories
Imaging
Informatics
Clinical
Informatics
Bioinformatics
Public Health
Informatics
Molecular and
Cellular
Processes
Tissues and
Organs
Individuals
(Patients)
Populations
And Society
Examples of Growing Synergies
Between Clinical and Bio- Informatics
• Applications at the intersection of genetic and
phenotypic data
– e.g., pharmacogenomics
– e.g., identification of patient subgroups
• Shared methodologies with broad applicability
– e.g., natural language and text processing
– e.g., cognitive modeling of human-computer
interaction
– e.g., imaging (organs, biomolecular, 3D)
– e.g., inferring structure from primary data
– e.g., data mining (knowledge extraction) from
large datasets
Journal of Biomedical Informatics
• Formerly “Computers and
Biomedical Research”
• Volume 36 in 2003
• Emphasizes
methodologic innovation
rather than applications,
although all innovations
are motivated by applied
biomedical goals
Biomedical Informatics in Perspective
Biomedical Informatics Methods,
Techniques, and Theories
Applied
Informatics
Biomedical
Domain
Contributes to….
Draws upon….
Computer
Science
Draw upon….
Contribute to...
Decision
Science
Cognitive
Science
Information
Sciences
Management
Sciences
Other
Component
Sciences
Core of Biomedical Informatics As
An Academic Discipline
Biomedical
Knowledge
Biomedical
Data
Knowledge
Base
Data
Base
Inferencing
System
Biomedical Informatics Research Areas
Biomedical
Knowledge
Biomedical
Data
Knowledge
Base
Inferencing
System
Data
Base
Data
Acquisition
Biomedical
Research
Planning &
Data Analysis
Knowledge
Acquisition
TeachingHuman
Interface
Treatment
Planning
DiagnosisInformation
Retrieval
Model
Development
Image
Generation
Real-time acquisition
Imaging
Speech/language/text
Specialized input devices
Machine learning
Text interpretation
Knowledge engineering
Examples from a Recent Columbia
Retreat: Cross Cutting Methodologies
• Natural language and text
processing
• Knowledge representation and
structuring / ontology
development
• Cognitive science in biomedical
informatics
• Data mining
• 3-dimensional modeling
Biomedical Informatics in Perspective
Bioinformatics
Structural
Biology,
Genetics,
Molecular
Biology
Contributes to….
Draws upon….
Draw upon….
Contribute to...
Computer
Science,
Decision
Science,
Cognitive
Science,
Information
Sciences,
Management
Sciences
and other
Component
Sciences
Biomedical Informatics Methods,
Techniques, and Theories
Dental Informatics
• Significant opportunities
for research across the
spectrum of biomedical
informatics application
areas (bioinformatics,
imaging, clinical, public
health)
• Challenges exist that can
help to drive innovation
and scientific
contributions in
biomedical informatics and
in other, non-biomedical,
areas of application
Biomedical Informatics in Perspective
Dental
Informatics
Oral
Medicine,
Dentistry,
Craniofacial
Surgery,
Dental
Research
Contributes to….
Draws upon….
Draw upon….
Contribute to...
Computer
Science,
Decision
Science,
Cognitive
Science,
Information
Sciences,
Management
Sciences
and other
Component
Sciences
Biomedical Informatics Methods,
Techniques, and Theories
Challenges For Academic Informatics
• Explaining that there are fundamental
research issues in the field in addition
to applications and tool building
• Finding the right mix between
research/training and service
requirements
• Developing and nurturing the diverse
collegial and scientific relationships
typical of an interdisciplinary field
Academic Informatics:
Lessons We Have Learned
• Service activities can stimulate new research and
educational opportunities
• Need to have enough depth in faculty to span a
range of skills and professional orientations
• Need to protect students from projects on critical
paths to meeting service requirements
• Institutional support and commitment are crucial
–Financial stability
–Visibility and credibility with colleagues in other
health science departments and schools
Training Future
Biomedical Informatics Professionals
The Problem:
There are too few trained
professionals, knowledgeable about
both biomedicine and the component
sciences in biomedical informatics
The Solution:
Formal training in biomedical
informatics, with the definition of a
core discipline and specialized
elective opportunities
Curriculum Development
Perspective of our Department of Biomedical Informatics
• Basic objectives: fundamental areas of biomedicine,
computer science and mathematics that are
prerequisites for further study in Biomedical Informatics
• Core objectives: essential skills required by all
Biomedical Informatics students
• General objectives: ability to conduct research and
participate in the educational activities of the field
• Specialized objectives: application of general methods
and theories in at least one of four different areas:
bioinformatics, imaging informatics, clinical informatics,
and public health informatics
Biomedical Informatics Disciplines
Biomedical
Informatics
Cognitive Science
& Decision Making
Management
Sciences
Clinical
Topics
Basic Biomedical
Sciences
Epidemiology
And Statistics
Bioengineering
Computer
Science
(hardware)
Computer
Science
(software)
Biomedical Informatics Curriculum
Major subject areas:
1. Biomedical Informatics
2. Biomedicine
3. Computer Science
4. Decision and Cognitive Sciences
5. Public Policy and Social Issues
1. Biomedical Informatics Courses
• Computer applications in health care
• Computer-assisted medical decision making
• Bioinformatics (computational biology)
• Biomedical imaging (imaging informatics)
• Programming projects course
• Weekly student seminars (topic review or
research report by students)
• Weekly research colloquium
• Biomedical informatics “civics”
Medical
Informatics
Textbook
(2nd
edition)
Springer Verlag - 2000
Biomedical
Informatics
Textbook
(3rd
edition)
Bio
2004?
Program Characteristics
Steady-state program size: 45-50 students
– Dental informatics postdocs 3 students
Applications per year: ~130 candidates
Admissions per year: 8-10 students
Principal faculty: 30
Participating and consulting faculty: ~20
Trainees generally supported on a training
grant, as graduate research assistants on
sponsored projects, or as teaching assistants
Doctoral Research in Informatics
• Although they are inspired by biomedical
application goals, dissertations in biomedical
informatics must:
–offer methodological innovation, not simply
interesting programming artifacts
–generalize to other domains, within or
outside biomedicine
• Inherently interdisciplinary, biomedical
informatics provides bridging expertise and
opportunities for collaboration between
computer scientists and biomedical
researchers and practitioners
Career Paths for Biomedical
Informatics Professionals
• Academic biomedical informatics research and
development, and educational support
• Clinical, administrative, and educational
management
• Operational service management
• Health system chief information officer or
medical/nursing director for information
technology
• Digital library development and implementation
• Corporate research and development
• Biotechnology/pharmaceutical companies
Trends
• Creation of several new biomedical informatics
departments or independent academic units
• Reasonably strong job market for graduates of
informatics degree programs
• Government investment in training and research is
reasonably strong, especially for applications and
demonstrations
• Increasing acceptance of biomedical informatics as
an emerging subspecialty area by biomedical
professional societies
• Increasing recognition that biomedical problems can
drive the development of basic theory and
capabilities in information technology research
Thank you

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Defining Biomedical Informatics and its Relationship to Dental Research and Practice

  • 1. Defining Biomedical Informatics and its Relationship to Dental Research and Practice By SATHISHKUMAR G (sathishsak111@gmail.com)
  • 2. What is Medical Informatics? The scientific field that deals with the storage, retrieval, sharing, and optimal use of biomedical information, data, and knowledge for problem solving and decision making. Medical informatics touches on all basic and applied fields in biomedical science and is closely tied to modern information technologies, notably in the areas of computing and communication.
  • 3.
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  • 5. Medical Informatics in Perspective Basic Research Applied Research Methods, Techniques, and Theories Public Health Clinical Medicine Nursing Veterinary Medicine Dentistry Molecular Biology Visualization
  • 6. Medical Informatics in Perspective Basic Research Applied Research Methods, Techniques, and Theories Public Health Informatics Clinical Medicine Informatics Nursing Informatics Veterinary Informatics Dental Informatics Bioinformatics Imaging Informatics
  • 7. Medical Informatics in Perspective Basic Research Applied Research Methods, Techniques, and Theories Public Health Informatics Clinical Medicine Informatics Nursing Informatics Veterinary Informatics Dental Informatics Bioinformatics Imaging Informatics ClinicalClinical
  • 8. Medical Informatics in Perspective Basic Research Applied Research Methods, Techniques, and Theories Public Health Informatics Clinical Informatics Bioinformatics Imaging Informatics Medical Informatics
  • 9. Medical Informatics in Perspective Basic Research Applied Research Medical Informatics Methods, Techniques, and Theories Imaging Informatics Clinical Informatics Bioinformatics Public Health Informatics Molecular and Cellular Processes Tissues and Organs Individuals (Patients) Populations And Society
  • 10. Medical Informatics in Perspective Medical Informatics Methods, Techniques, and Theories Imaging Informatics Clinical Informatics Bioinformatics Public Health Informatics
  • 11. Medical Informatics in Perspective Medical Informatics Methods, Techniques, and Theories Imaging Informatics Clinical Informatics Bioinformatics Public Health Informatics Bioinformatics Methods, Techniques, and Theories ?? ?? Biomedical ??
  • 12. Biomedical Informatics in Perspective Basic Research Applied Research Biomedical Informatics Methods, Techniques, and Theories Imaging Informatics Clinical Informatics Bioinformatics Public Health Informatics Molecular and Cellular Processes Tissues and Organs Individuals (Patients) Populations And Society
  • 13. Examples of Growing Synergies Between Clinical and Bio- Informatics • Applications at the intersection of genetic and phenotypic data – e.g., pharmacogenomics – e.g., identification of patient subgroups • Shared methodologies with broad applicability – e.g., natural language and text processing – e.g., cognitive modeling of human-computer interaction – e.g., imaging (organs, biomolecular, 3D) – e.g., inferring structure from primary data – e.g., data mining (knowledge extraction) from large datasets
  • 14. Journal of Biomedical Informatics • Formerly “Computers and Biomedical Research” • Volume 36 in 2003 • Emphasizes methodologic innovation rather than applications, although all innovations are motivated by applied biomedical goals
  • 15. Biomedical Informatics in Perspective Biomedical Informatics Methods, Techniques, and Theories Applied Informatics Biomedical Domain Contributes to…. Draws upon…. Computer Science Draw upon…. Contribute to... Decision Science Cognitive Science Information Sciences Management Sciences Other Component Sciences
  • 16. Core of Biomedical Informatics As An Academic Discipline Biomedical Knowledge Biomedical Data Knowledge Base Data Base Inferencing System
  • 17. Biomedical Informatics Research Areas Biomedical Knowledge Biomedical Data Knowledge Base Inferencing System Data Base Data Acquisition Biomedical Research Planning & Data Analysis Knowledge Acquisition TeachingHuman Interface Treatment Planning DiagnosisInformation Retrieval Model Development Image Generation Real-time acquisition Imaging Speech/language/text Specialized input devices Machine learning Text interpretation Knowledge engineering
  • 18. Examples from a Recent Columbia Retreat: Cross Cutting Methodologies • Natural language and text processing • Knowledge representation and structuring / ontology development • Cognitive science in biomedical informatics • Data mining • 3-dimensional modeling
  • 19. Biomedical Informatics in Perspective Bioinformatics Structural Biology, Genetics, Molecular Biology Contributes to…. Draws upon…. Draw upon…. Contribute to... Computer Science, Decision Science, Cognitive Science, Information Sciences, Management Sciences and other Component Sciences Biomedical Informatics Methods, Techniques, and Theories
  • 20. Dental Informatics • Significant opportunities for research across the spectrum of biomedical informatics application areas (bioinformatics, imaging, clinical, public health) • Challenges exist that can help to drive innovation and scientific contributions in biomedical informatics and in other, non-biomedical, areas of application
  • 21. Biomedical Informatics in Perspective Dental Informatics Oral Medicine, Dentistry, Craniofacial Surgery, Dental Research Contributes to…. Draws upon…. Draw upon…. Contribute to... Computer Science, Decision Science, Cognitive Science, Information Sciences, Management Sciences and other Component Sciences Biomedical Informatics Methods, Techniques, and Theories
  • 22. Challenges For Academic Informatics • Explaining that there are fundamental research issues in the field in addition to applications and tool building • Finding the right mix between research/training and service requirements • Developing and nurturing the diverse collegial and scientific relationships typical of an interdisciplinary field
  • 23. Academic Informatics: Lessons We Have Learned • Service activities can stimulate new research and educational opportunities • Need to have enough depth in faculty to span a range of skills and professional orientations • Need to protect students from projects on critical paths to meeting service requirements • Institutional support and commitment are crucial –Financial stability –Visibility and credibility with colleagues in other health science departments and schools
  • 24. Training Future Biomedical Informatics Professionals The Problem: There are too few trained professionals, knowledgeable about both biomedicine and the component sciences in biomedical informatics The Solution: Formal training in biomedical informatics, with the definition of a core discipline and specialized elective opportunities
  • 25. Curriculum Development Perspective of our Department of Biomedical Informatics • Basic objectives: fundamental areas of biomedicine, computer science and mathematics that are prerequisites for further study in Biomedical Informatics • Core objectives: essential skills required by all Biomedical Informatics students • General objectives: ability to conduct research and participate in the educational activities of the field • Specialized objectives: application of general methods and theories in at least one of four different areas: bioinformatics, imaging informatics, clinical informatics, and public health informatics
  • 26. Biomedical Informatics Disciplines Biomedical Informatics Cognitive Science & Decision Making Management Sciences Clinical Topics Basic Biomedical Sciences Epidemiology And Statistics Bioengineering Computer Science (hardware) Computer Science (software)
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  • 28. Biomedical Informatics Curriculum Major subject areas: 1. Biomedical Informatics 2. Biomedicine 3. Computer Science 4. Decision and Cognitive Sciences 5. Public Policy and Social Issues
  • 29. 1. Biomedical Informatics Courses • Computer applications in health care • Computer-assisted medical decision making • Bioinformatics (computational biology) • Biomedical imaging (imaging informatics) • Programming projects course • Weekly student seminars (topic review or research report by students) • Weekly research colloquium • Biomedical informatics “civics”
  • 30. Medical Informatics Textbook (2nd edition) Springer Verlag - 2000 Biomedical Informatics Textbook (3rd edition) Bio 2004?
  • 31. Program Characteristics Steady-state program size: 45-50 students – Dental informatics postdocs 3 students Applications per year: ~130 candidates Admissions per year: 8-10 students Principal faculty: 30 Participating and consulting faculty: ~20 Trainees generally supported on a training grant, as graduate research assistants on sponsored projects, or as teaching assistants
  • 32. Doctoral Research in Informatics • Although they are inspired by biomedical application goals, dissertations in biomedical informatics must: –offer methodological innovation, not simply interesting programming artifacts –generalize to other domains, within or outside biomedicine • Inherently interdisciplinary, biomedical informatics provides bridging expertise and opportunities for collaboration between computer scientists and biomedical researchers and practitioners
  • 33. Career Paths for Biomedical Informatics Professionals • Academic biomedical informatics research and development, and educational support • Clinical, administrative, and educational management • Operational service management • Health system chief information officer or medical/nursing director for information technology • Digital library development and implementation • Corporate research and development • Biotechnology/pharmaceutical companies
  • 34. Trends • Creation of several new biomedical informatics departments or independent academic units • Reasonably strong job market for graduates of informatics degree programs • Government investment in training and research is reasonably strong, especially for applications and demonstrations • Increasing acceptance of biomedical informatics as an emerging subspecialty area by biomedical professional societies • Increasing recognition that biomedical problems can drive the development of basic theory and capabilities in information technology research