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

white icons of first aid kit, DNA strand, laptop monitor with overlapping eye, and microscope on a blue and green gradient background

Scaling early detection of esophageal cancer with AI

female doctor / nurse reviewing a tablet

Microsoft Health Futures

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论文与出版物

How people use Copilot for Health

Beatriz Costa-Gomes, Pavel Tolmachev, Eloise Taysom, Viknesh Sounderajah, Hannah Richardson (nee Murfet), Philipp Schoenegger, Xiaoxuan Liu, Matthew M Nour, Seth Spielman, Samuel F. Way, Yash Shah, Michael Bhaskar, Harsha Nori, Christopher Kelly, Peter Hames, Bay Gross, Mustafa Suleyman, Dominic King

March 2026

视频

Lessons from deploying HealthBots with experts-in-the-loop

2026年3月3日 | Anson Ho, Mohit Jain

The Tyger framework enables faster,…

photo of Mohit Jain during the Microsoft Research Forum

09:55

岗位

Senior Researcher – Machine Learning – Microsoft Research

Posted: 2026年2月6日

地点: Redmond, WA, US

研究领域: Artificial intelligence, Medical, health and genomics

Health Futures is a mission-focused…

岗位

Senior Researcher – Machine Learning for Life Sciences – Microsoft Research

Posted: 2026年2月6日

地点: Redmond, WA, US

研究领域: Artificial intelligence, Medical, health and genomics

Health Futures is a mission-focused…

论文与出版物

SCOPE: AI-Assisted Early Detection of Potentially Curable Pancreatic Neoplasms on CT from Local and Global Information

Felipe Oviedo, Felipe Lopez-Ramirez, Alejandra Blanco, James Facciola, Stephen Kwak, Jason M. Zhao, Emir A. Syailendra, Florent Tixier, Rahul Dodhia, Ralph H. Hruban, Bill Weeks, Juan M. Lavista Ferres, Linda C. Chu, Elliot K. Fishman

February 2026

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