MICDE Fellow

Xinhai (Renly) Hou

2024-2025 MICDE fellow

Home Program
School of Medicine

Portrait of Xinhai (Renly) Hou

Background

My research focuses on deep learning in healthcare and medicine. Specifically, I am interested in self-supervised learning, computer vision, and multimodal machine learning, with a particular emphasis on disease diagnosis and prognosis. Currently, I am working on integrating multimodal data (vision, language) to improve patient survival prediction.

Mentor


Todd Hollon

Research Areas

AI; ML and Statistical Inference
Biology Applications and Engineering
Clinical Applications
Health Science