December 12, 2025 (Friday)
December 12, 2025 (Friday)
09:00 - 09:20
Registration
09:20 - 09:25
Workshop Opening
09:25 - 10:15
Keynote Speech 1 Session Chair: Anna Kobusinska
How to Know Earlier? Using Machine Learning to Identify the Risk of Disease Development - the Case of Glaucomatous Neuropathy
Cezary Mazurek, Poznan Supercomputing and Networking Center
10:15 - 10:30
Coffee Break
10:30 - 11:20
Keynote Speech 2 Session Chair: Yung-jen (Jane) Hsu
Learning from Billions of Cells: Scaling AI for High-Resolution Pathology
Kun-Hsing Yu, Harvard Medical School
11:20 - 12:00
Medical AI Research Session Chair: Yung-jen (Jane) Hsu
Distinguished Speech 1
Building AI to Assist Humans on the Road and in the Operating Room
Yen-Ling Kuo, University of Virginia
Distinguished Speech 2
A Multimodal Deep Learning Framework for Inhalation Injury Severity Prediction via Tabular–Image Embedding Fusion
Ying-Jia Lin, Chang Gung University
12:00 - 14:00
Lunch Break
14:00 - 14:50
Keynote Speech 3 Session Chair: Kwei-Jay Lin
A Surgeon's View on the Utilization of Artificial Intelligence in the Healthcare
Ming-Chin Yu, New Taipei Municipal TuCheng Hospital
14:50 - 15:30
AI in Cardiology Session Chair: Kun-Chi Yen
Distinguished Speech 3
Artificial Intelligence–Driven Insights in Cardiac Electrophysiology
Chih-Min Liu, Taipei Veterans General Hospital
Self-Supervised Masked Autoencoders for High-Accuracy Left Ventricle Segmentation in Echocardiography
Sheng-Po Yuan et al., Chang Gung University
15:30 - 16:00
Coffee Break
16:00 - 17:15
Short Paper Session Session Chair: Ying-Feng Chang
Enhancing Data Efficiency in Medical Imaging via Multi-Stage Fine-Tuning of MAE Foundation Models
Fu-Chiang Chou et al., Chang Gung University
Associating Healthcare Teamwork with Cancer Patient Outcomes
Hsiao-Ying Lu et al., University of California, Davis
Border-Restricted PHI & Radiographs De-Identification with OCR Guided Masks and Conditional Diffusion Inpainting
Sanhita Pathak et al., IIT Delhi
Text-to-Tabular Generation with Large Language Models: Opportunities and Limits for Synthetic Healthcare Data
Margaux Törnqvist et al., Quinten Health
Development of an Ensemble Model and a Web-Based Platform for Prenatal Thalassemia Screening in Vietnam
Thanh Dat Nguyen et al., Chang Gung University
Contact Us
Ms. Sue Liu
Chang Gung University
Email: aic@gap.cgu.edu.tw