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Kenji Suzuki, M.S.,
Ph.D.
Assistant Professor of Radiology, Medical Physics, and Comprehensive Cancer
Center
Department of Radiology
Division of the Biological Sciences
The University of Chicago
|
Education
|
1987-1991 |
B.S. in Engineering (Magna Cum Laude),
Meijo Univerisy,
Nagoya, Japan |
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1991-1993 |
M.S. in Engineering (Summa Cum Laude),
Meijo Univerisy,
Nagoya, Japan |
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2001 |
Ph.D. in Engineering (by Published Work),
Nagoya University, Nagoya, Japan |
Professional Experience (Full-time Position)
|
1993-1997 |
Researcher, Research and
Development Center,
Hitachi Medical Corporation,
Kashiwa, Japan |
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1997-2001 |
Research Associate and Lecturer, Department of Applied Information Science
and Technology, Faculty of Information Science and Technology,
Aichi Prefectural
University, Aichi, Japan |
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2001-2003 |
Research Associate,
Kurt Rossmann Laboratories
for Radiologic Image Research, Section of Radiological Sciences,
Department of
Radiology, Division of the Biological Sciences, The University of Chicago |
|
2003-2004 |
Research Associate (Instructor), Section of Radiological Sciences,
Department of
Radiology, Division of the Biological Sciences, The University of Chicago |
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2004-2006 |
Research Associate (Assistant Professor), Section of Radiological Sciences,
Department of
Radiology, Division of the Biological Sciences, The University of Chicago |
|
2006-present |
Assistant Professor, Section of Imaging Sciences,
Department of
Radiology, Division of the Biological Sciences, The University of Chicago |
|
2007-present |
Assistant Professor, Committee on
Medical Physics, Division of the Biological Sciences, The University of
Chicago |
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2007-present |
Assistant Professor, University of
Chicago Comprehensive Cancer Center, The University of Chicago |
Research Interests
Computer-aided
diagnosis of lesions in the abdomen, thorax, and heart, and machine learning in
medical imaging including ones
inspired by the human visual system for image processing and pattern
recognition. The long-term goal of Dr. Suzuki's research is to develop a
computer system that diagnoses diseases in medical images as an expert
radiologist does to assist non-expert doctors in making diagnoses. To
approach his goal, he believes that the development of sophisticated
machine-learning and image-analysis techniques, their theoretical backups, and
an understanding of radiologists’ decision-making process and of the human
visual system are essential.
Publications
(see the
Publications page for details)
Dr. Suzuki has published more than 200 scientific papers (including
80
peer-reviewed journal papers) and more than 70 scientific abstracts in the fields of computer-aided diagnosis, medical
image analysis, machine learning, neural networks, computer vision, image
processing, and pattern recognition. He is inventor/co-inventor on
approximately 30
patents (including 11 granted patents). He has an
h-index 25 by
Google Scholar.
Awards and Honors
(see the
News page for details)
 |
Magna Cum Laude Award of Bachelor of
Science Degree from Meijo University, Nagoya, Japan, 1990
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Summa Cum Laude Award of Master of
Science Degree from Meijo University, Nagoya, Japan, 1991
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Listed in 500 Great Asians of the
Early 21st Century, 2000
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Listed in Marquis
Who's Who in the World, 2000, 2001, 2002, 2003, 2004
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Listed in Marquis Who’s Who in
Finance and Industry, 2001-2002, 2002-2003, 2004-2005
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Paul C. Hodges
Award from the Department of Radiology at The University of Chicago, 2002
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Best Paper Award
for Young Researchers (shared with Ninagawa K., Umeyama T., and Sugie N.) from
the Information Processing Society of Japan, 2002
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Certificate of
Merit Award from the Radiological Society of North America (RSNA), 2003
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Top 16 of most downloaded articles in
Computer Vision and Image Understanding Journal in 2003 from Elsevier Science,
2004
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RSNA Research
Trainee Prize from the Radiological Society of North America (RSNA), 2004
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Senior Member of
the Institute of Electrical and Electronics Engineers (IEEE) since 2004 (7% of
all IEEE members hold this status)
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Young Investigator
Award from the Cancer Research Foundation, 2005
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Listed in Marquis
Who's Who in Science and Engineering, 2006-2007, 2008-2009
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Certificate of
Merit Award from the Radiological Society of North America (RSNA), 2006
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Honorable Mention
Poster Award (shared with Yuan Y., Giger M. L., Li H., and Jamieson A. R.) at
the SPIE International Symposium on Medical Imaging, 2006
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Listed in Marquis
Who's Who in America, 2007
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Listed in Marquis
Who’s Who of Emerging Leaders, 2007
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Certificate of
Merit Award from the Radiological Society of North America (RSNA), 2009
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IEEE
2010 Outstanding Member Award from IEEE Chicago Section, 2010
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Listed in Marquis Who’s Who in
Mathematics and Information Technology, 2011
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Kurt Rossmann Award for Excellence in Teaching, 2011
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Editorial Activity
| Invited
Associate Editor |
Medical
Physics, 2007- |
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Deputy Editor |
Academic Radiology, 2011- |
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Associate
Editor |
International Journal of
Biomedical Imaging, 2009- |
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Editor-in-Chief |
International Journal of
Intelligent Information Processing, 2009- |
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Editorial Board Member |
Algorithms, 2009- |
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Editorial Board Member |
The Open Biomedical Engineering Journal,
2007- |
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Associate
Editor |
The Open Artificial Intelligence Journal,
2007- |
| Associate Editor-in-Chief |
International Journal of Advancements
in Computing Technology, 2009- |
| Associate Editor-in-Chief |
International Journal of
Digital Content Technology and Its Applications, 2009- |
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Editorial Board Member |
Journal of Physics & Astronomy,
2010- |
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Editorial Board Member |
Journal of
Health & Medical Informatics, 2010- |
| Associate Editor-in-Chief |
Journal of Convergence Information
Technology, 2010- |
| Editor-in-Chief on Topic |
Medical Image Analysis topic, Journal of Convergence Information
Technology, 2010- |
| Editor-in-Chief on Topic |
Medical Image Analysis topic,
International Journal of Advancements
in Computing Technology, 2011- |
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Editorial Board Member |
Chest Disease Reports, 2011- |
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Editorial Board Member |
International Journal of Information
Technology and Network Application, 2011- |
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Editorial Board Member |
Radiology: Open Access, 2011- |
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Editor |
Algorithm Letters, 2011- |
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Editorial Board Member |
Quantitative Imaging in Medicine and
Surgery, 2012- |
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Executive Editor |
Journal of Health & Medical
Informatics, 2012- |
Guest Editorial Activity
Reviewer for Journals
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IEEE Transactions on Medical Imaging
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Medical Physics
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IEEE Transactions on Biomedical Engineering
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IEEE Transactions on Information Technology in Biomedicine
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IEEE Transactions on Image Processing
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IEEE Transactions on Signal Processing
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IEEE Transactions on Neural Networks
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IEEE Transactions on Systems, Man and Cybernetics
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Academic Radiology
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Computerized Medical Imaging and Graphics
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Medical Engineering & Physics
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Physics in Medicine and Biology
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Journal of Digital Imaging
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International Journal of
Computer-Assisted Radiology and Surgery
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Image and Vision Computing
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Computer Vision and Image
Understanding
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Neural Processing Letters
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Neurocomputing
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IEE Proceedings for Vision, Image and Signal Processing
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Computer Methods and Programs in Biomedicine
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Computational Intelligence in Medical Imaging: Techniques & Applications (CRC
Press)
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Open Artificial Intelligence Journal
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Clinical Medicine: Case Reports
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Bioinformatics and Biology Insights
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Journal of Visual Communication and
Image Representation
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Cancer Management and Research
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International Journal of Digital
Content Technology and Its Applications
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Imaging Science Journal
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International Journal of Neural
Systems
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Machine Vision and Applications
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Medical Image Analysis
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IEEE
Signal Processing Letters
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International Journal of Computer Vision
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International Journal of Advances in Soft Computing and Its Applications
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Journal of Medical Imaging and Health Informatics
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Integrated Computer-Aided Engineering
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International Journal of Image and Graphics
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Optical Engineering
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IEEE Transactions on Intelligent Transportation Systems
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Pattern Recognition
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International Journal of Optomechatronics
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Current Bioinformatics
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European Radiology
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European Radiology
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Journal of Computers
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Computers in Biology and Medicine
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ACM Computing Surveys
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Digestive Diseases and Sciences
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Sensors
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Reviewer for Grants
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Grant Reviewer |
Research Grant Program of the Technology Foundation STW, the Netherlands,
2008 |
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Research Advisory Committee |
American Cancer Society (ACS), Illinois Division,
2008-present |
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Grant Reviewer |
US Army Medical Research and Materiel Command (USAMRMC),
2009-present |
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Grant Reviewer |
James & Esther King
Biomedical Research Program, the Florida Department of Health, 2010 |
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Grant Reviewer |
Bankhead-Coley Cancer Research
Program, the Florida Department of Health, 2010 |
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Grant Reviewer |
Science Center programs, the
U.S. Department of State, 2010 |
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Grant Reviewer |
Bankhead-Coley Cancer Research
Program, the Florida Department of Health, 2011 |
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Panel Member/Grant Reviewer |
Cross-Cutting Program,
Directorate for Computer & Information Science & Engineering (CISE),
National Science Foundation (NSF), 2011 |
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Grant Reviewer |
Cognitive Sciences Call, Vienna
Science and Technology Fund, 2011 |
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Grant Reviewer |
U.S. Fellowship/Scholarship
Program, Vietnam Education Foundation (U.S. foundation), Arlington, VA |
Organizer/Chair of International Conferences
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International Workshop on Machine
Learning in Medical Imaging (MLMI2010), in conjunction with 13th International
Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI
2010), Beijing, China, September, 2010
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MICCAI Workshop on Challenges and
Opportunities in Virtual Colonoscopy and Abdominal Imaging, in conjunction with
13th International Conference on Medical Image Computing and Computer Assisted
Intervention (MICCAI 2010), Beijing, China, September, 2010
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International Workshop on Machine
Learning in Medical Imaging (MLMI2011), in conjunction with 14th International
Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI
2011), Toronto, Canada, September, 2011
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International Conference & Exhibition on Proteomics & Bioinformatics
(Proteomics-2011), Hyderabad, India, June, 2011
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International Conference & Exhibition on Virology (Virology-2011), Baltimore,
MD, USA, September, 2011
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2nd World Congress on Diabetes & Metabolism (Diabetes 2011), Philadelphia, PA,
December, 2011
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International Conference on Occupational Health and Safety Summit, Philadelphia,
PA, September 2012
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International Workshop on Machine Learning in Medical Imaging (MLMI 2012), in
conjunction with 15th International Conference on Medical Image Computing and
Computer Assisted Intervention (MICCAI 2012), Nice, France, October, 2012
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International Conference & Exhibition on Personalized Medicine and Molecular
Diagnostics (Personalized Medicine-2012), Chicago, IL, October 2012
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International Conference & Exhibition on Probiotics (Probiotics-2012), San
Antonio, TX, November, 2012
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Editor/Leadership Role of International
Conferences/Organizations
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Reviewing Panelist |
IEEE Senior Member Application Review Panel, 2007 |
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Chair |
IEEE Senior Member Upgrade Committee, IEEE
Chicago Section, 2008-present |
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International Committee |
Advanced Institute of Convergence Information
Technology (AICIT), 2009-present |
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Editor |
IGConference.net
Global & Genuine Conferences, Human and Sciences Publication, 2009-present |
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Associate Editor |
32nd Annual International Conference of the IEEE
Engineering in Medicine and Biology Society (IEEE EMB), 2010 |
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Reviewing Panelist |
IEEE Senior Member Review Panel, IEEE, 2010 |
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Congress Operating Committee
Member |
2nd World Congress on Diabetes & Metabolism (Diabetes
2011), 2011 |
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Editorial Board Member |
Editorial Board Member, The International Association of
Science & Engineering Congress, 2012-present |
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Associate Editor |
Virtual Reality and Medical Applications track, the 21st
International Conference on Pattern Recognition (ICPR), |
Program Committee of International Conferences
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Program Committee |
The 3rd International Symposium on Computational
Intelligence and Industrial Applications (ISCIIA), 2008 |
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Program Committee |
The 19th International Conference on Pattern
Recognition (ICPR), 2008 |
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Program Committee |
The Seventh International Conference on Machine
Learning and Applications (ICMLA), 2008 |
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Program Committee |
Workshop on Soft Computing in Image Processing
and Computer Vision (SCIPCV), International Conference on Image Processing,
Computer Vision, and Pattern Recognition (IPCV), 2009 |
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Program Committee |
SPIE International Symposium on Medical Imaging,
Computer-Aided Diagnosis conference (SPIE MI), 2009-present |
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Research and Program Committee |
2009 International Conference on Computer
Sciences and Convergence Information Technology (ICCIT), 2009 |
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Program Committee |
Workshop on Computational Intelligence in
Medical Imaging (CIMI), International Conference on Information Technology
and Applications in Biomedicine (ITAB), 2009 |
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Program Committee |
2nd International Conference on Interaction
Sciences: Information Technology, Culture and Human (ICIS), 2009 |
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Program Committee |
6th International Conference on Networked Computing (INC),
2009-2010 |
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Program Committee |
4th International Conference on New Trends in Information
Science and Service Science (NISS),
2009-2010 |
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Program Committee |
20th International Conference on
Pattern Recognition (ICPR), 2010 |
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Technical Program Committee |
2010 IEEE International
Conference on Fuzzy Systems (FUZZ-IEEE), 2010 |
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Technical Program Committee |
2010 IEEE Congress on
Evolutionary Computation (IEEE CEC), 2010 |
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International Program Committee |
2010 International Conference on
Data Communication Networking (DCNET 2010), 2010 |
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Program Committee |
Workshop on Soft Computing in
Image Processing and Computer Vision (SCIPCV), in International Conference
on Image Processing, Computer Vision, and Pattern Recognition (IPCV),
2010 |
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Program Committee |
6th International Conference on
Networked Computing and Advanced Information Management (NCM 2010),
2010 |
|
Program Committee |
3rd International Conference on
Interaction Sciences: Information Technology, Culture and Human (ICIS 2010),
2010 |
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Program Committee |
6th International Conference on
Digital Content, Multimedia Technology and its Applications (IDC 2010),
2010 |
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Program Committee |
IEEE Computer Society Workshop on
Mathematical Methods in Biomedical Image Analysis (MMBIA10), in conjunction
with IEEE Conference on Computer Vision and Pattern Recognition (CVPR10),
2010 |
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Committee Member |
6th International Conference on Advanced Information
Management and Service (IMS 2010), 2010 |
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Committee Member |
2010 International Conference on Computer Sciences and
Convergence Information Technology (ICCIT),
2010 |
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International Program Committee
Member |
International Workshop on Computational Intelligence for
Multimedia Visual Information Processing (CIMVIP 2010),
2010 |
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Technical Program Committee
Member |
Second International Conference on Advanced Cognitive
Technologies and Applications (COGNITIVE 2010),
2010 |
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Program Committee Member |
2011 International Conference on Data Communication
Networking (DCNET 2011), 2011 |
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Committee Member |
7th International Conference on Networked Computing and
Advanced Information Management (NCM 2011), 2011 |
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Committee Member |
International Conference on Next Generation Information
Technology (ICNIT 2011), 2011 |
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Technical Program Committee
Member |
Third International Conference on Advanced Cognitive
Technologies and Applications (COGNITIVE 2011), 2011 |
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Program Committee Member |
3rd Workshop on Soft Computing in Image Processing and
Computer Vision (SCIPCV), 2011 |
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International Program Committee
Member |
International Workshop on Computational Intelligence for
Multimedia Visual Information Processing (CIMVIP 2011),
2011 |
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Program Committee Member |
MICCAI 2011 Workshop on Computational and Clinical
Applications in Abdominal Imaging,
2011 |
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International Program Committee
Member |
International Conference on Data Mining, Computational &
Business Intelligence (DMCBI12),
2011 |
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Program Committee Member |
2012 International Conference on Data Communication
Networking (DCNET 2012), 2012 |
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Technical Program Committee
Member |
fourth International Conference on Advanced Cognitive
Technologies and Applications (COGNITIVE 2012), 2012 |
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Program Committee Member |
MICCAI 2012 Workshop on Workshop on Clinical Image-based
Procedures: From Planning to Intervention, 2012 |
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Program Committee Member |
21st International Conference on Pattern Recognition (ICPR),
2012 |
Reviewers for International Conferences
|
Reviewing Committee |
The 5th International Conference on Smart Homes and Health Telematics (ICOST), 2007 |
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Reviewing Committee |
International Symposium on Optical Engineering
and Photonic Technology (OEPT), 2009 |
|
Reviewer |
International Conference on
Medical Image Computing and Computer Assisted Intervention (MICCAI 2010),
2010 |
|
Reviewer |
International Symposium on Optical Engineering and
Photonic Technology (OEPT), 2010 |
|
Reviewer |
2010 International Symposium on Communications and
Information Technologies (ISCIT2010), 2010 |
|
Reviewer |
International Workshop on Machine Learning in Medical
Imaging (MLMI2010), 2010 |
|
Reviewer |
MICCAI Workshop on Computational Challenges and Clinical
Opportunities in Virtual Colonoscopy and Abdominal Imaging, 2010 |
|
Reviewer |
The 2nd International Conference on Data Mining and
Intelligent Information Technology Applications, 2010 |
|
Reviewer |
IEEE Workshop on Computational Intelligence in Medical
Imaging (CIMI 2011), IEEE Symposium Series on Computational Intelligence
2011 (SSCI'2011), 2011 |
|
Reviewer |
International Symposium on Biomedical Imaging (ISBI
2011), 2011 |
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Reviewer |
2011 IEEE International Conference on Fuzzy Systems
(FUZZ-IEEE), 2011 |
|
Reviewer |
IEEE Symposium on Adaptive Dynamic Programming and
Reinforcement Learning (ADPRL 2011), IEEE Symposium Series on Computational
Intelligence 2011 (SSCI'2011), 2011 |
|
Reviewer |
2011 IEEE Congress on Evolutionary Computation (IEEE CEC),
2011 |
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Reviewer |
International Conference on Medical Image Computing and
Computer Assisted Intervention (MICCAI 2011), 2011 |
|
Reviewer |
16th North-East Asia Symposium on Nano, Information
Technology and Reliability (NASNIT 11),
2011 |
|
Reviewer |
IEEE International Symposium on Biomedical Imaging (ISBI
2012), 2012 |
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Reviewer |
IEEE International Conference on Acoustics, Speech, and
Signal Processing (ICASSP 2012), 2012 |
|
Reviewer |
2012 IEEE International Conference on Fuzzy Systems
(FUZZ-IEEE), 2012 |
|
Reviewer |
International Conference on Medical Image Computing and
Computer Assisted Intervention (MICCAI 2012), 2012 |
|
Reviewer |
54th AAPM Annual Meeting and Technical Exhibit, 2012 |
International Conference Session Chair
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The 91st Scientific Assembly and
Annual Meeting of Radiological Society of North America (RSNA), Chicago, IL, 2005
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The 92nd Scientific Assembly and
Annual Meeting of Radiological Society of North America (RSNA), Chicago, IL, 2006
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The 93rd Scientific Assembly and
Annual Meeting of Radiological Society of North America (RSNA), Chicago, IL, 2007
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The 94th Scientific Assembly and
Annual Meeting of Radiological Society of North America (RSNA), Chicago, IL, 2008
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The first International Workshop on Machine Learning in Medical Imaging (MLMI
2010), in conjunction with 13th International Conference on Medical Image
Computing and Computer Assisted Intervention (MICCAI 2010), Beijing, China, 2010
|
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MICCAI 2010 Workshop on Computational Challenges and Clinical Opportunities in
Virtual Colonoscopy and Abdominal Imaging, in conjunction with 13th
International Conference on Medical Image Computing and Computer Assisted
Intervention (MICCAI 2010), Beijing, China, 2010
|
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Computer-Aided Diagnosis Conference in SPIE International Symposium on Medical
Imaging (SPIE MI 2011), Orlando, FL, 2011
|
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IEEE International Symposium on Biomedical Imaging (ISBI 2011), Chicago, IL,
2011
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Computer-Aided Diagnosis Conference in SPIE International Symposium on Medical
Imaging (SPIE MI 2012), San Diego, CA, 2012
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Grants (Principal Investigator)
We
deeply appreciate the following supports which have made our research possible
Ongoing
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Research Grant (R01 CA120549), from
National Institutes of Health (NIH) / National Cancer Institute (NCI)
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Completed
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Research Grants from Aichi
Prefectural University
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Research Grants from Hitachi Medical
Corporation
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Research Grant for Encouragement of
Young Scientists (No. 10750302) from the Ministry of Education, Science, Sports
and Culture of Japan
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Travel Grant from Telecommunications
Advancement Foundation
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Travel Grant from Nitto Foundation
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Research Grant from Hibi Foundation
of Science and Technology Advancement
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Research Grant from Kayamori
Foundation of Information Science Advancement
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Research Grant from Okawa Foundation
for Information and Telecommunications
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Research Grant for Encouragement of
Young Scientists (No. 12750366) from the Ministry of Education, Science, Sports
and Culture of Japan
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Research Grant from Hori Information
Science Promotion Foundation
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Research Grant for Encouragement of
Young Scientists (No. 14750336) from the Ministry of Education, Science, Sports
and Culture of Japan
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Research Grant from Paul C. Hodges
Alumni Society, Department of Radiology, The University of Chicago
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Young Investigator Award, Cancer
Research Foundation
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Research Seed Grant, Radiological
Society of North America (RSNA)
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Cancer Center Support Grant,
University of Chicago Cancer Research Center
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Radiology Research Opportunity
Program, Department of Radiology, University of Chicago
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Sponsored Research from Riverain
Medical Group
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Research Grant, American Cancer
Society Illinois Division
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Grants (Co-Investigator)
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Research Grant for National Frontier Research Project from the Ministry of
Education, Science, Sports and Culture of Japan |
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Research Grant (R01 CA62625) from National Institutes of Health (NIH) /
National Cancer Institute (NCI) |
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Sponsored Research from Hitachi Medical Corporation |
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Research Grant (R01 CA098119) from National Institutes of Health (NIH) /
National Cancer Institute (NCI) |
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Sponsored Research from Riverain Medical Group |
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Sponsored Research from iCAD |
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Research Grant (IIS-0755407) from National Science Foundation |
|
Research Grant (CNS-1062909) from National Science Foundation |
Courses in Committee on Medical Physics and
Department of Computer Science
|
Image Processing and Computer Vision
(MPHY39600/CMSC35600)
|
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Practicum of Medical Imaging I
(MPHY34200)
|
University Services
|
Chair, Electronic Presence Committee, Committee on Medical Physics, The
University of Chicago, Chicago, 2008-present
|
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Member, Educational Technology Committee, Committee on Medical Physics, The
University of Chicago, Chicago, 2008-present
|
|
Chair, Departmental Website Committee, Department of Radiology, The University
of Chicago, Chicago, 2010-present
|
Supervision/Co-supervision of
Students/Scientists
Dr. Suzuki has been
supervising/co-supervising more than 45 graduate students, medical students, and
undergraduate students, and more than 15 scientists and international visiting
professors. He has been serving as a Dissertation Committee Member for
several Ph.D. students in the Committee on Medical Physics.
Books
|
B1. |
Wang F., Yan P., Suzuki K., Shen D: Editors.
Machine
Learning in Medical Imaging, Lecture Notes in Computer Science,
6357, Springer-Verlag (Berlin), 192 pp., 2010. (ISBN 978-3-642-15947-3) |
 |
|
B2. |
Suzuki K.: Editor.
Artificial Neural Networks - Methodological
Advances and Biomedical Applications, In-Tech (Vukovar, Croatia),
362 pp., 2011. (ISBN: 978-953-307-243-2) |
 |
|
B3. |
Suzuki K.: Editor.
Artificial Neural Networks - Industrial and
Control Engineering Applications, 478 pp., In-Tech (Vukovar, Croatia),
2011. (ISBN 978-953-307-220-3) |
 |
|
B4. |
Suzuki K., Wang F., Shen D, Yan P.: Editors.
Machine Learning
in Medical Imaging (MLMI), Lecture Notes in Computer Science,
7009, Springer-Verlag (Berlin), 355 pp., 2011. (ISBN 978-3-642-24318-9) |
 |
|
B5. |
Suzuki K.: Editor.
Machine Learning in Computer-Aided
Diagnosis: Medical Imaging Intelligence and Analysis, IGI Global
(Hershey, PA), 524 pp., 2012. (ISBN 9781466600591) |
 |
|
B6. |
Suzuki K.: Editor. Artificial Neural Networks, In-Tech (Vukovar,
Croatia), 2012. (ISBN 980-953-307-567-4) |
 |
|
B7. |
Suzuki K.: Editor. Computational Intelligence in Biomedical
Imaging, Springer (New York, NY), 2012. |
|
Recent Journal
Publications
|
J13. |
 |
Suzuki
K., Yoshida H., Nappi J., and Dachman A. H.:
Massive-training artificial neural
network (MTANN) for reduction of false positives in computer-aided detection of
polyps: suppression of rectal tubes. Medical Physics 33: 3814-3824,
2006. |
|
J14. |
|
Suzuki K., Yoshida H., Nappi J., Armato III S. G., and Dachman A. H.:
Mixture of
expert 3D massive-training ANNs for reduction of multiple types of false
positives in CAD for detection of polyps in CT colonography.
Medical Physics
35: 694-703, 2008. |
|
J15. |
|
Suzuki K.:
Supervised ‘lesion-enhancement’ filter by use of a massive-training
artificial neural network (MTANN) in computer-aided diagnosis (CAD).
Physics
in Medicine and Biology 54: S31-S45, 2009. |
|
J16. |
|
Suzuki K., Rockey D. C., and Dachman A. H.:
CT
colonography: Advanced computer-aided detection scheme utilizing MTANNs for
detection of "missed" polyps in a multicenter clinical trial.
Medical
Physics 37: 12-21, 2010. |
|
J17. |
|
Suzuki K., Kohlbrenner R., Epstein M. L., Obajuluwa A. M., Xu J., and Hori
M.:
Computer-aided measurement of liver volumes in CT by means of geodesic
active contour segmentation coupled with level-set algorithms. Medical
Physics 37: 2159-2166, 2010. |
|
J18. |
|
Suzuki K., Zhang J., and Xu J.:
Massive-training artificial neural network
coupled with Laplacian-eigenfunction-based dimensionality reduction for
computer-aided detection of polyps in CT colonography. IEEE Transactions
on Medical Imaging 29: 1907-1917, 2010. |
|
J19. |
|
Suzuki K., Epstein M. L., Kohlbrenner R., Garg S., Hori M., Oto A., and
Baron R. L.:
Computerized CT liver volumetry: Comparisons of automated volumetry with
interactive volumetry and manual volumetry. American Journal of
Roentgenology 197: W706-W712, 2011. |
|
J20. |
|
Suzuki K.:
Pixel-Based Machine Learning in Medical Imaging. International
Journal of Biomedical Imaging 2012: Article ID 792079, 18 pages, 2012. |
Personal use of the above posted materials
is permitted. However, permission to use these materials for any other
purposes must be obtained from the copyright holders.
|
