Event Speaker

Taiyu Zhang, PhD

Postdoctoral Fellow

University of Maryland, Baltimore

Dr. Taiyu Zhang is a postdoctoral researcher at the University of Maryland School of Medicine, specializing in artificial intelligence for medical imaging. His research focuses on developing explainable deep learning systems for automated detection and grading of traumatic injuries from CT scans, including pelvic fractures and hemorrhage. He earned his Ph.D. in Computer Science from the University of Wisconsin–Milwaukee, where he worked on advanced computer vision and representation learning methods for medical imaging. Dr. Zhang’s work integrates machine learning, clinical imaging, and interpretable AI to improve diagnostic accuracy, clinical decision support, and trauma care outcomes.

Sessions

Disease Specific AI Application Scientific Research Abstracts

Presented by Hana Haver, MD, MSc, Satvik Tripathi, Mohammadreza Amjadzadeh, MD, Theo Dapamede, MD, PhD, Atlas Haddadi Avval, MD, Changhyun Park, Sumedh Sonawane, MS, Taiyu Zhang, PhD in Ophthalmology, Pathology, Radiology Jun 10, 2026 | 1:45 PM.

A Deep Learning Based Pipeline to Generate Spatial Maps and Extract Signal Characteristics of Diffuse Midline Glioma Atlas Haddadi Avval, MD, Postdoctoral Scholar, University of California, San Francisco Nabaan Mir; Evan Bloch; Andreas Rauschecker, MD, PhD A Multi-Channel Deep Convolutional Neural Network for Preoperative Classification of Intraductal Papillary Mucinous Neoplasms (IPMNs) Satvik Tripathi, Researcher, University…