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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Publication

Predicting Counterfactuals from Large Historical Data and Small Randomized Trials

Nir Rosenfeld, Yishay Mansour, Elad Yom-Tov

Proceedings of the 26th International Conference on World Wide Web Companion | April 2017

Project

Video

From cancer to crop genomics—using Research as a Service at the intersection of computers & biology

March 28, 2017 | Tricia Mayer

Bringing engineering into life sciences is the focus of researcher Nicolas Bonzanni’s work. This video follows his work from studying cancer, to improving agricultural products, to creating the Internet of Living Things, all using research-as-a-service.…

Microsoft Research Blog

From cancer to crop genomics — using Research as a Service at the intersection of computers and biology

March 28, 2017

By Kenji Takeda, Director, Azure for Research, AI and Research Ever since Nicola Bonzanni was a little boy playing in the tiny Italian village of Bonate Sotto, just north of Milan, he was fascinated by…

Video

Democratizing AI to Improve Citizen Health

March 13, 2017 | Tricia Mayer

Healthcare literature has exploded in the past 30 years. Can artificial intelligence help doctors keep up with what works in healthcare? Microsoft Azure and the Cochrane Transform Project, along with more than 5,000 citizen scientists…

Publication

BCI Use and Its Relation to Adaptation in Cortical Networks

Kaitlyn Casimo, Kurt E. Weaver, Jeremiah (Miah) Wander, Jeffrey G. Ojemann

IEEE Transactions on Neural Systems and Rehabilitation Engineering | March 2017, Vol 25: pp. 1697-1704

Publication

Image Quality Transfer and Applications in Diffusion MRI

Daniel C. Alexander, Darko Zikic, Aurobrata Gosh, Ryutaro Tanno, Viktor Wottschel, Jiaying Zhang, Enrico Kaden, Tim B. Dirby, Stamatios N. Sotiropoulos, Hui Zhang, Antonio Criminisi

Neuroimage | March 2017

Project

Publication