AI Foundation Models for Digital Pathology

As part of the AI Lab for Pathology Research (AI4Path) at The Ohio State University, I am contributing to the development of next-generation AI foundation models for computational pathology. This work involves:

• Training large-scale vision foundation models on whole-slide histology images
• Curating and annotating colorectal carcinoma slides to generate high-quality training data
• Applying deep learning to enable scalable, intelligent interpretation of digital pathology images
• Bridging molecular biology expertise with machine learning to enhance diagnostic accuracy

This research sits at the intersection of medicine, engineering, and AI — translating cutting-edge machine learning into real-world diagnostic tools.