Projects per year
Personal profile
Education
- 2009.09-2014.06 Ph.D., Department of Electrical Engineering, National Central University
- 2007.09-2009.08 M.S., Institute of Communications Engineering, National Yunlin University of Science and Technology
- 2003.09-2007.06 B.S., Department of Electrical Engineering, Chung Hua University
Experience
- 2026.08- Adjunct Deputy Director, TMU Research Center for Artificial Intelligence in Medicine, Taipei Medical University
- 2026.02- Professor, Professional Master Program in Artificial Intelligence in Medicine, College of Medicine, Taipei Medical University
- 2023.10- Director, Professional Master Program in Artificial Intelligence in Medicine, College of Medicine, Taipei Medical University
- 2020.12- Director, The Taiwanese Association for Consumer Electronics
- 2018.10- Director, Taiwan Society of Medical Imaging and Radiological Sciences
- 2023.02-2026.01 Associate Professor, Professional Master Program in Artificial Intelligence in Medicine, College of Medicine, Taipei Medical University
- 2019.08-2023.01 Assistant Professor, Professional Master Program in Artificial Intelligence in Medicine, College of Medicine, Taipei Medical University
- 2019.01-2019.12 Consultant, Landseed International Hospital
- 2019.01-2019.12 Research Consultant, Chung Shan Medical University Hospital
- 2018.08-2019.12 Professional Consultant, Taipei Veterans General Hospital
- 2016.08-2019.05 Assistant Research Fellow, Institute of Electronics, National Chiao Tung University
- 2014.10-2016.07 Postdoctoral Research Fellow, Biomedical Electronics Translational Research Center, National Chiao Tung University
Research Interests
- Neuroimaging Processing and Analysis (Epilepsy, Ischemic Stroke)
- Artificial Intelligence in Medicine
- Neurophysiology Analytics
- Brain Connectome Modeling
Awards
- Taiwan Epilepsy Society
- 2019/04/28 Young Researcher Scholarship in International Epilepsy meeting
- 2019/04/28 Outstanding Paper Award, 2nd place
- 2018/04/22 Young Researcher Scholarship in International Epilepsy meeting
- 2018/04/22 Outstanding Paper Award, Excellent Work
- 2017/03/19 Young Researcher Scholarship in International Epilepsy meeting
- 2017/03/19 Outstanding Paper Award, Excellent Work
- 2015/01/28 Outstanding Paper Award, Excellent Work
- Taiwan Society of Medical Imaging and Radiological Science
- 2018/09/29 Outstanding Paper Award, Oral Presentation, 3rd place
- 2018/09/29 Outstanding Paper Award, Oral Presentation, Excellent Work
- 2018/09/29 Outstanding Paper Award, Poster Presentation, 2nd place
- 2018/09/29 Academic Paper Award of Huang Zhong Shan, 1st place
- 2017/09/30 Outstanding Paper Award, Oral Presentation, 2nd place
- 2016/10/01 Outstanding Paper Award, Oral Presentation, Excellent Work
- 2015/05/23 Outstanding Paper Award, Poster Presentation, Excellent Work
- 2014/05/25 Outstanding Paper Award, Poster Presentation, 1st place
- 2014/05/25 Outstanding Paper Award, Oral Presentation, 1st place
- 2014/10/21 Academic Paper Award of Huang Zhong Shan, 3rd place
- Taiwanese Society of Biomedical Engineering
- 2015/11/13-14 Outstanding Paper Award, Poster Presentation
- Taiwanese Association for Consumer Electronics
- 2018/11/16-17 Outstanding Paper Award
- 2018/11/16 Ministry of Science and Technology Project Exhibition, Best Popularity Award
- 2017/11/18 Outstanding Paper Award
- 2015/10/18 Best PhD Dissertation Award, Excellent Work
- Matlab® & Simulink®
- 2017/10/26 MATLAB & Simulink Tech Forum Call for Papers, Outstanding Paper Award
- Taiwan Pain Society
- 2018/03/10-11 Outstanding Paper Award, Oral Presentation
- Scholarship
- 2014/10/23 Scholarship Certificate, CTCI Foundation
- 2014/06/01 The Phi Tau Phi Scholastic Honor Society of the Republic of China
- 2014/05/16 2nd Semester of 102 Academic Year, National Central University
- 2011/01/07 The Chung Hwa Rotary Educational Foundation
- Invention Award
- 2018/12/05-07 WORLD GENIUS CONVENTION & Education Expo, Hong Kong International Invention and Design Competition
- 2018/12/05-07 Gold Medal, Hong Kong International Invention and Design Competition
- 2018/12/05-07 IFIA Best Invention Medal, Hong Kong International Invention and Design Competition
- 2018/11/15 International Innovation and Invention Competition, Gold Medal#1
- 2018/11/15 International Innovation and Invention Competition, Gold Medal#2
- 2018/09/29 Taiwan Innotech Expo, Bronze Medal
- 2018/09/07 Intellectual Property Office, Invention and Design
- 2017/11/29 International Innovation and Invention Competition, Gold Medal
- 2016/10/04 11th Innovation in Taiwan, Nomination
- 2011/01/01 7th Innovation in Taiwan, Nomination
Teaching
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Collaborations and top research areas from the last five years
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Projects
- 19 Finished
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Metabolic Epileptic Brain Network and Clinical Manifestations Constructing a Personalized Connectome-Convolutional Neural Network Model - Strengthening Lesion Diagnosis, Preoperative Evaluation, and Preservation and Improvement of Cognitive Function
Peng, S.-J. (PI)
8/1/25 → 7/31/26
Project: A - Government Institution › b - National Science and Technology Council
-
基於腦電功能連接的機器學習模型探索癲癇患者的認知功能減退及其臨床應用/Machine Learning Based on EEG Functional Connectivity for Exploring Cognitive Decline in Epilepsy Patients and Its Clinical Applications
Peng, S.-J. (PI)
7/1/25 → 2/28/26
Project: A - Government Institution › b - National Science and Technology Council
-
114年度產學合作計畫－DoctorWatch於癲癇病患之智能臨床應用: 穿戴式PPG裝 置 (第二年)
Peng, S.-J. (PI)
6/1/25 → 5/31/26
Project: A - Government Institution › b - National Science and Technology Council
-
智慧痤瘡照護平台開發
Peng, S.-J. (PI)
1/1/25 → 12/31/25
Project: B - Project of TMU › h - Higher Education Sprout Project
-
Metabolic Epileptic Brain Network and Clinical Manifestations Constructing a Personalized Connectome-Convolutional Neural Network Model - Strengthening Lesion Diagnosis, Preoperative Evaluation, and Preservation and Improvement of Cognitive Function
Peng, S.-J. (PI)
8/1/24 → 7/31/25
Project: A - Government Institution › b - National Science and Technology Council
-
Electroencephalography-Based Machine Learning Models for Predicting Ketogenic Diet Outcomes in Pediatric Drug-Resistant Epilepsy
Hung, P. L., Chen, J. P., Lin, T. P., Hsieh, T. Y., Chen, Y. F., Su, T. Y. & Peng, S. J., May 2026, In: Pediatric Neurology. 178, p. 130-137 8 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Multimodal machine learning for major depressive disorder: Integrating EEG functional connectivity and clinical variables to enhance diagnostic accuracy
Huang, S. S., Chen, J. P., Lin, T. P., Tsai, Y. T., Kuo, P. H., Hou, P. H. & Peng, S. J., Jun 2026, In: Psychiatry Research. 360, 117090.Research output: Contribution to journal › Article › peer-review
Open Access2 Link opens in a new tab Citations (Scopus) -
Using Artificial Intelligence to Automate the Analysis of Psoriasis Severity: A Pilot Study
Chou, C. L., Su, C. K., Cruz, S. K. D. & Peng, S. J., Apr 2026, In: Dermatology. 242, 2, p. 190-200 11 p.Research output: Contribution to journal › Article › peer-review
1 Link opens in a new tab Citation (Scopus) -
Vascular β-amyloid potentially colocalises with phosphorylated tau in cerebral amyloid angiopathy
Tsai, H. H., Lee, B. C., Liu, C. J., Chiang, P. T., Tsai, Y. C., Tsai, L. K. & Peng, S. J., Feb 2026, In: Stroke and Vascular Neurology. 11, 1, p. 82-91 10 p., svn-2024-003774.Research output: Contribution to journal › Article › peer-review
Open Access -
Automated Kidney Tumor Segmentation in CT Images Using Deep Learning: A Multi-Stage Approach
Kan, H. C., Fan, G. M., Wei, M. H., Lin, P. H., Shao, I. H., Yu, K. J., Chien, T. H., Pang, S. T., Wu, C. T. & Peng, S. J., 2025, (Accepted/In press) In: Academic Radiology. 32, 12, p. 7193-7203 11 p.Research output: Contribution to journal › Article › peer-review
Open Access4 Link opens in a new tab Citations (Scopus)