Medical, health, and genomics
Tool
Research Analysis Tools
Rats is a collection of tools to help researchers define and run experiments. It is designed to be a modular and extensible framework currently supporting building and running pipelines, integrating configs and services.
Publication
Health and Wealth in America
Video
GigaPath: Foundation Model for Digital Pathology
Presented by Naoto Usuyama at Microsoft Research Forum, Season 1, Episode 2 Naoto Usuyama proposed GigaPath, a novel approach for training large vision transformers for gigapixel pathology images, utilizing a diverse real-world cancer patient dataset, with the goal…
Video
Panel: Transforming the Natural Sciences with AI
Hosted by Bonnie Kruft, with Rianne van den Berg, Tian Xie, Tristan Naumann, Kristen Severson, and Alex Lu at Microsoft Research Forum, Season 1, Episode 2 Microsoft researchers shared their advancements in the fields of foundations models, drug…
Microsoft Research Blog
Scaling early detection of esophageal cancer with AI
Microsoft Research and Cyted have collaborated to build novel AI models (opens in new tab) to scale the early detection of esophageal cancer. The AI-supported methods demonstrated the same diagnostic performance as the existing manual…
Microsoft Research Blog
ViSNet: A general molecular geometry modeling framework for predicting molecular properties and simulating molecular dynamics
Molecular geometry modeling is a powerful tool for understanding the intricate relationships between molecular structure and biological activity – a field known as structure-activity relationships (SAR). The main premise of SAR is that the biological…
