illustration of DNA strand and abstract shapes on a computer screen on a green gradient background

Medical, health, and genomics

Digital pathology helps decode tumor microenvironments for precision immunotherapy. GigaPath is a novel vision transformer that can scale to gigapixel whole-slide images by adapting dilated attention for digital pathology. In joint work with Providence and UW, we’re sharing Prov-GigaPath, the first whole-slide pathology foundation model pretrained on large-scale real-world data, for advancing clinical research and discovery.

GigaPath: Whole-Slide Foundation Model for Digital Pathology

Research Forum Ep2 | Panel | Transforming the Natural Sciences with AI

Research Forum 2 | Panel Discussion: Transforming the Natural Sciences with AI

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Scaling early detection of esophageal cancer with AI

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Microsoft Health Futures

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Group

Microsoft Research Pre-Doctoral Research Assistant Program

The predoctoral program at MSR New England and New York City is designed to offer recent graduates research experience prior to pursuing a Ph.D. The program is offered in the following research areas: biomedical machine…

Publication

Capabilities of GPT-4 on Medical Challenge Problems

Harsha Nori, Nicholas King, Scott Mayer McKinney, Dean Carignan, Eric Horvitz

March 2023

Publication

Context-faithful Prompting for Large Language Models

Wenxuan Zhou, Sheng Zhang, Hoifung Poon, Muhao Chen

March 2023

Publication

Large-Scale Domain-Specific Pretraining for Biomedical Vision-Language Processing

Sheng Zhang, Yanbo Xu, Naoto Usuyama, Jaspreet Bagga, Robert Tinn, Sam Preston, Rajesh Rao, Mu Wei, Naveen Valluri, Cliff Wong, Matthew P Lungren, Tristan Naumann, Hoifung Poon

March 2023

Publication

Beyond chatting: The opportunities and challenges of ChatGPT in medicine and radiology (Editorial)

Juan M. Lavista Ferres, Bill Weeks, Linda C. Chu , Steven P. Rowe, Elliot K. Fishman

Diagnostic and Interventional Imaging | March 2023

Project

Video

Dialogue on Computational Biology

February 25, 2023 | Tie-Yan Liu, Bin Shao, Tong Wang

55:36

Video

The Winner Presentation: NeurIPS competition 2022 OGB Large-Scale Challenge (OGB-LSC)

February 25, 2023 | Tong Wang

The presentation starts from 2:37:30.

02:58:10

Video

Artificial Intelligence and the Future of Healthcare and Biotech

February 13, 2023

AI has a massive role to play in the big leaps ahead for biotech and human health from enabling us to explore biology in ways never before possible to speeding up the pace at which…

Microsoft's Jonathan Carlson speaking on panel addressing the topic of Artificial Intelligence and the Future of Healthcare and Biotech

Publication

Multilingual translation for zero-shot biomedical classification using BioTranslator

Hanwen Xu, Addie Woicik, Hoifung Poon, Russ B. Altman, Sheng Wang

Nature Communications | February 2023, Vol 14

Publication

Predicting the Locations of Cryptic Pockets from Single Protein Structures Using the PocketMiner Graph Neural Network

Artur Meller, Michael Ward, Jonathan Borowsky, Jeffrey M. Lotthammer, Meghana Kshirsagar, Felipe Oviedo, Juan M. Lavista Ferres, Gregory R. Bowman

Nature Communications | February 2023

Project

Medical, health, and genomics

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