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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Published Date

Publication

Designing wellbeing

Siân Lindley, Anja Thieme, Madeline Balaam, Jayne Wallace, David Coyle

Proceedings of the Designing Interactive Systems conference | June 2012

Publication

From Web Search to Healthcare Utilization: Privacy-Preserving Studies from Mobile Data

Ryen W. White, Eric Horvitz

MSR-TR-2012-2 | June 2012

Publication

Aminopeptidase Substrate Preference Affects HIV Epitope Presentation and Predicts Immune Escape Patterns in HIV-Infected Individuals

Shao Chong Zhang, Eric Martin, Mariko Shimada, Sasha Blue Godfrey, Jennifer Fricke, Shirley Locastro, Nicole Y Lai, Paul Liebesny, Jonathan M. Carlson, Chanson J Brumme, Oluwatobi Awele Ogbechie, Huabiao Chen, Bruce D Walker, Zabrina L Brumme, Daniel G Kavanagh, Sylvie Le Gall

The Journal of Immunology | June 2012

Publication

Biometric Monitoring as a Persuasive Technology: Ensuring Patients Visit Health Centers in India’s Slums

Nupur Bhatnagar, Abhishek Sinha, Navkar Samdaria, Aakar Gupta, Shelly Batra, Manish Bhardwaj, Bill Thies

International Conference on Persuasive Technology | June 2012

Publication

Contexts-Constrained Multiple Instance Learning for Histopathology Image Analysis (Oral)

Eric Chang

International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI) | June 2012

Project

Publication

A Collaborative Of Leading Health Systems Finds Wide Variations In Total Knee Replacement Delivery And Takes Steps To Improve Value

Ivan M. Tomek, Allison L. Sabel, Mark I. Froimson, George Muschler, David S. Jevsevar, Karl M. Koenig, David G. Lewallen, James M. Naessens, Lucy A. Savitz, James L. Westrich, Bill Weeks, James Weinstein

Health Affairs | May 2012, Vol 31(6): pp. 1329-1338

Publication

Improved linear mixed models for genome-wide association studies

Jennifer Listgarten, Christoph Lippert, Carl Kadie, Robert I. Davidson, Eleazar Eskin, David Heckerman

Nature Methods | May 2012, Vol 9: pp. 3–4

Publication

Named entity recognition of follow-up and time information in 20,000 radiology reports

Yan Xu, Junichi Tsujii, Eric Chang

Journal of the American Medical Informatics Association | May 2012

Project

Publication

A Two-Dimensional Model of the Colonic Crypt Accounting for the Role of the Basement Membrane and Pericryptal Fibroblast Sheath

Sara-Jane Dunn, Paul L. Appleton, Scott A. Nelson, Inke S. Nathke, David J. Gavaghan, James M. Osborne

PLoS Computational Biology | May 2012

Project

Event

Latin American Faculty Summit 2012

May 23, 2012 – May 25, 2012 | Riviera Maya, Mexico

Microsoft Research hosted the eighth annual Latin American Faculty Summit in the Riviera Maya, Mexico, from May 23 to 25, 2012. The theme of the 2012 Summit was “Technologies in Action.” For the 2012 Latin…

Medical, health, and genomics

Highlights