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Coronary Plaque detection using
Novel Imaging
DR.TATCHANAAMURRTI
2016
Coronary Artery Disease
Coronary artery disease (CAD) is a
condition in which plaque builds up
inside the coronary arteries.
Plaque is made up of fat, cholesterol,
 
calcium, and other substances found i
n 
the blood, and narrows the arteries an
Coronary artery disease (CAD) is a
condition in which plaque builds up
inside the coronary arteries.
Plaque is made up of fat, cholesterol,
 
calcium, and other substances found i
n 
the blood, and narrows the arteries an
Statistics
• According to the latest WHO data published in
may 2014 Coronary Heart Disease Deaths in
Malaysia reached 29,363 or 23.10% of total
deaths. The age adjusted Death Rate is 150.11
per 100,000 of population ranks Malaysia #33
in the world.
Novel Imaging
• Radicals are thought to believed to be involved in the
early stages of many diseases, including cancer,
inflammatory disease, heart disease and many more.
• Our aim is to design, build and use 'scanners' to show
where these free radicals are within the body, and to
view the response of these free radicals to various
forms of treatment.
Invasive & Non-Invasive
• Invasive: An invasive procedures is defined as a
medical procedure which breaks the skin in some
way. Example: Surgery
• Non-Invasive: Non-invasive procedures are also quite
common. These are defined as any medical procedure
which does not break the skin. Example: MRI ,CT
Heart attack
Need immediate
treatment
Video
Angina
• Angina–also sometimes called angina pectoris.
It means that the heart is not getting enough
blood and as a result, not enough oxygen.
This decrease of oxygen being delivered to the
muscle of the heart happens if one or more
coronary arteries are narrowed or blocked, a
condition called atherosclerosis.
Imaging Modalities
• Multi Detector Computed Tomography (MDCT) ...
• Magnetic Resonance Imaging (MRI) ...
• SPECT (Single-Photon emission Computed
Tomography)
• PET-CT. ...
• Ultrasound. ...
• X-Ray. ...
• Biomarkers
World Class Review
• Evaluation of 64-slice MDCT in the real world
of cardiology: A comparison with
conventional coronary angiography
Author by
Javier Sanz - The Zena and Michael A. Wiener cardiovascular institute, the Marie-José 
and Henry R. Kravis cardiovascular health center, Mount Sinai School of 
Medicine, New York, USA
Alexander Leber 
Department of clinical cardiology and radiology, Ludwig-Maximilians-University, 
Munich, Germany.
Multi Detector Computed Tomography
Cardiac CT
Advantages
• Improved spatial resolution.
• Motion artifacts reduced.
• Patient breath hold is much less demanding.
• Imaging larger z-axis volume in less time.
• Less contrast medium required.
• Improved accuracy in needle placement CT
fluoroscopy.
Artifacts in Multi-slice scanning
• Motion artifact reduced by faster scanning.
• Stair-step artifacts in 3D reconstruction
reduced by using thinner slices.
• Partial volume artifacts reduced by using
thinner slices
NEW CT TECHNOLOGY
Cardiac MRI
Comparison
Modalities Advantages Limitations
MRI
High Contrast Noise
Ration(CNR) –Image quality
High accuracy
Limited spatial resolution
of MRI in axial direction
(slice thickness)
Low ionizing radiation and
less toxic contrast agent
Higher cost. Longer
scanning time
Highly attractive for
viability imaging
Restriction to patients with
implanted electronic
devices
CT SCAN
Improved spatial resolution High radiation and contrast
dose
Faster/high temporal
resolution
Lower CNR
Greatly reduced slice width Require hardware
development to reduce
motion artifact
Basic Medical Image Processing
System
Acquisition
Processing
Visualizing/Reporting
Pre processing
Segmentation
Detection
Analyzing
Diagnosis
Preprocessing of Images
• Filtering
• Image Denoising
• Image Registration
• Image enhancement
List of algorithms for
Preprocessing
• Median filter
• Mean filter
• Wavelet Based Denoising
• Wavelet based Image registration
• Support Vector Machine
Segmentation
•Exactly delimitate objects, once they are detected
-Cardiac Imaging
-Coronary plaque
-Blood clot
Detection
• Find the location of objects of interest without
prior knowledge about their location/
existence.
-Right artery
-Left artery
Analysis
Challenges unique to medical images.
• Compression Algorithms
• Lossy / Lossless
• Medical Images should always be stored in
lossless format.
• Erroneous Diagnostics and its legal
implications.
Conclusion
The use of 16-slice CT scanner with 400ms rotation time,
combined with ß-blocking agent has significantly improved the
diagnostic accuracy of MDCT to non-invasive detection of
coronary stenosis.
Fast MDCT is moving fast to become the first screening imaging
technique for detection of coronary artery
References
• A.C. Lardo, A.S. Cordeiro, et.al. Contrast-Enhanced Multidetector Computed Tomography Viability
Imaging After Myocardial Infarction Characterization of Myocyte Death, Microvascular Obstruction, and
Chronic Scar. 2006. AHA Journal Circulation, Dallas.113:394-404
• Richard T. George, et.al. Multidetector Computed Tomography Myocardial Perfusion Imaging During
Adenosine Stress. 2006. Journal of the American College of Cardiology. Vol. 48, No. 1.
• C.Valdiviezo, M.Ambrose, et al. Review: Quantitative and qualitative analysis and interpretation of CT
perfusion imaging. 2007. Journal of Nuclear Cardiology. Volume 17, Number 6;1091–100.
• K. Nieman, M.D. Shapiro, et al. Reperfused Myocardial Infarction: Contrast-enhanced 64-Section CT in
Comparison to MR Imaging.2008. Radiology: Volume 247: Number 1—April.
• P.Hunold, T.Schlosser. Myocardial Late Enhancement in Contrast-Enhanced Cardiac MRI: Distinction
Between Infarction Scar and Non–Infarction-Related Disease. AJR 2005;184:1420–1426
• B. L. Gerber, B.Belge, et al. Characterization of Acute and Chronic Myocardial Infarcts by Multidetector
Computed Tomography Comparison With Contrast-Enhanced Magnetic Resonance. 2006. AHA
Circulation 113;823-833
• W.Ksai, K.M. Holohan. Myocardial Perfusion Imaging from Echocardiography to SPECT, PET, CT, and
MRI—Recent Advances and Applications. US Cardiology. Touch Briefings, 2010.
• A.T. Yan, A. J. Shayne, Characterization of the Peri-Infarct Zone by Contrast-Enhanced Cardiac
Magnetic Resonance Imaging Is a Powerful Predictor of Post–Myocardial Infarction Mortality. 2006.
AHA Circulation 114;32-39.
• A.Schmidt, M.F Azevedo, et al. Infarct Tissue Heterogeneity by Magnetic Resonance Imaging Identifies
Enhanced Cardiac Arrhythmia Susceptibility in Patients With Left Ventricular Dysfunction. 2007. AHA
Circulation.115;2006-2014.
• Glenn S. Slavin, et al. First-Pass Myocardial Perfusion MR Imagingwith Interleaved Notched Saturation:
Feasibility Study. Radiology, April 2001. Vol.219: pp.259 – 263.

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Dr.tatchanaamurrti

  • 1. Coronary Plaque detection using Novel Imaging DR.TATCHANAAMURRTI 2016
  • 2. Coronary Artery Disease Coronary artery disease (CAD) is a condition in which plaque builds up inside the coronary arteries. Plaque is made up of fat, cholesterol,   calcium, and other substances found i n  the blood, and narrows the arteries an Coronary artery disease (CAD) is a condition in which plaque builds up inside the coronary arteries. Plaque is made up of fat, cholesterol,   calcium, and other substances found i n  the blood, and narrows the arteries an
  • 3. Statistics • According to the latest WHO data published in may 2014 Coronary Heart Disease Deaths in Malaysia reached 29,363 or 23.10% of total deaths. The age adjusted Death Rate is 150.11 per 100,000 of population ranks Malaysia #33 in the world.
  • 4. Novel Imaging • Radicals are thought to believed to be involved in the early stages of many diseases, including cancer, inflammatory disease, heart disease and many more. • Our aim is to design, build and use 'scanners' to show where these free radicals are within the body, and to view the response of these free radicals to various forms of treatment.
  • 5. Invasive & Non-Invasive • Invasive: An invasive procedures is defined as a medical procedure which breaks the skin in some way. Example: Surgery • Non-Invasive: Non-invasive procedures are also quite common. These are defined as any medical procedure which does not break the skin. Example: MRI ,CT
  • 8. Angina • Angina–also sometimes called angina pectoris. It means that the heart is not getting enough blood and as a result, not enough oxygen. This decrease of oxygen being delivered to the muscle of the heart happens if one or more coronary arteries are narrowed or blocked, a condition called atherosclerosis.
  • 9.
  • 10. Imaging Modalities • Multi Detector Computed Tomography (MDCT) ... • Magnetic Resonance Imaging (MRI) ... • SPECT (Single-Photon emission Computed Tomography) • PET-CT. ... • Ultrasound. ... • X-Ray. ... • Biomarkers
  • 11. World Class Review • Evaluation of 64-slice MDCT in the real world of cardiology: A comparison with conventional coronary angiography Author by Javier Sanz - The Zena and Michael A. Wiener cardiovascular institute, the Marie-José  and Henry R. Kravis cardiovascular health center, Mount Sinai School of  Medicine, New York, USA Alexander Leber  Department of clinical cardiology and radiology, Ludwig-Maximilians-University,  Munich, Germany.
  • 13.
  • 15. Advantages • Improved spatial resolution. • Motion artifacts reduced. • Patient breath hold is much less demanding. • Imaging larger z-axis volume in less time. • Less contrast medium required. • Improved accuracy in needle placement CT fluoroscopy.
  • 16. Artifacts in Multi-slice scanning • Motion artifact reduced by faster scanning. • Stair-step artifacts in 3D reconstruction reduced by using thinner slices. • Partial volume artifacts reduced by using thinner slices
  • 19. Comparison Modalities Advantages Limitations MRI High Contrast Noise Ration(CNR) –Image quality High accuracy Limited spatial resolution of MRI in axial direction (slice thickness) Low ionizing radiation and less toxic contrast agent Higher cost. Longer scanning time Highly attractive for viability imaging Restriction to patients with implanted electronic devices CT SCAN Improved spatial resolution High radiation and contrast dose Faster/high temporal resolution Lower CNR Greatly reduced slice width Require hardware development to reduce motion artifact
  • 20. Basic Medical Image Processing System Acquisition Processing Visualizing/Reporting Pre processing Segmentation Detection Analyzing Diagnosis
  • 21. Preprocessing of Images • Filtering • Image Denoising • Image Registration • Image enhancement
  • 22. List of algorithms for Preprocessing • Median filter • Mean filter • Wavelet Based Denoising • Wavelet based Image registration • Support Vector Machine
  • 23. Segmentation •Exactly delimitate objects, once they are detected -Cardiac Imaging -Coronary plaque -Blood clot
  • 24. Detection • Find the location of objects of interest without prior knowledge about their location/ existence. -Right artery -Left artery
  • 26. Challenges unique to medical images. • Compression Algorithms • Lossy / Lossless • Medical Images should always be stored in lossless format. • Erroneous Diagnostics and its legal implications.
  • 27. Conclusion The use of 16-slice CT scanner with 400ms rotation time, combined with ß-blocking agent has significantly improved the diagnostic accuracy of MDCT to non-invasive detection of coronary stenosis. Fast MDCT is moving fast to become the first screening imaging technique for detection of coronary artery
  • 28. References • A.C. Lardo, A.S. Cordeiro, et.al. Contrast-Enhanced Multidetector Computed Tomography Viability Imaging After Myocardial Infarction Characterization of Myocyte Death, Microvascular Obstruction, and Chronic Scar. 2006. AHA Journal Circulation, Dallas.113:394-404 • Richard T. George, et.al. Multidetector Computed Tomography Myocardial Perfusion Imaging During Adenosine Stress. 2006. Journal of the American College of Cardiology. Vol. 48, No. 1. • C.Valdiviezo, M.Ambrose, et al. Review: Quantitative and qualitative analysis and interpretation of CT perfusion imaging. 2007. Journal of Nuclear Cardiology. Volume 17, Number 6;1091–100. • K. Nieman, M.D. Shapiro, et al. Reperfused Myocardial Infarction: Contrast-enhanced 64-Section CT in Comparison to MR Imaging.2008. Radiology: Volume 247: Number 1—April. • P.Hunold, T.Schlosser. Myocardial Late Enhancement in Contrast-Enhanced Cardiac MRI: Distinction Between Infarction Scar and Non–Infarction-Related Disease. AJR 2005;184:1420–1426 • B. L. Gerber, B.Belge, et al. Characterization of Acute and Chronic Myocardial Infarcts by Multidetector Computed Tomography Comparison With Contrast-Enhanced Magnetic Resonance. 2006. AHA Circulation 113;823-833 • W.Ksai, K.M. Holohan. Myocardial Perfusion Imaging from Echocardiography to SPECT, PET, CT, and MRI—Recent Advances and Applications. US Cardiology. Touch Briefings, 2010. • A.T. Yan, A. J. Shayne, Characterization of the Peri-Infarct Zone by Contrast-Enhanced Cardiac Magnetic Resonance Imaging Is a Powerful Predictor of Post–Myocardial Infarction Mortality. 2006. AHA Circulation 114;32-39. • A.Schmidt, M.F Azevedo, et al. Infarct Tissue Heterogeneity by Magnetic Resonance Imaging Identifies Enhanced Cardiac Arrhythmia Susceptibility in Patients With Left Ventricular Dysfunction. 2007. AHA Circulation.115;2006-2014. • Glenn S. Slavin, et al. First-Pass Myocardial Perfusion MR Imagingwith Interleaved Notched Saturation: Feasibility Study. Radiology, April 2001. Vol.219: pp.259 – 263.