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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Publication

Early Selection in Gag by Protective HLA Alleles Contributes to Reduced HIV-1 Replication Capacity That May Be Largely Compensated for in Chronic Infection

Mark A Brockman, Zabrina L Brumme, Chanson J Brumme, Toshiyuki Miura, Jennifer Sela, Pamela C Rosato, Carl Kadie, Jonathan M. Carlson, Tristan J Markle, Hendrik Streeck, Anthony D Kelleher, Martin Markowitz, Heiko Jessen, Eric Rosenberg, Marcus Altfeld, P Richard Harrigan, David Heckerman, Bruce D Walker, Todd M Allen

Journal of Virology | November 2010, Vol 84(22): pp. 11937-11949

Video

eHuatuo: Teaching Computer to Read Medical Records

October 29, 2010 | Vicki Cao

Video for Teaching Computer to Read Medical Records

01:12

Video

Jim Gray Award Video

October 13, 2010 | Frank Martinez, Jim Gray

At the 2010 Microsoft Research eScience Workshop, the third Jim Gray Award was presented to Philip Bourne in recognition of his groundbreaking work in computational biology and the free dissemination of science. Philip Bourne is…

05:16

Publication

Chromosome 9p21 in Amyotrophic Lateral Sclerosis in Finland: A Genome-Wide Association Study

Hannu Laaksovirta, Terhi Peuralinna, Jennifer C. Schymick, Sonja W. Scholz, Shaoi-Lin Lai, Liisa Myllykangas, Raimo Sulkava, Lilja Jansson, Dena G. Hernandez, J. Raphael Gibbs, Michael A. Nalls, David Heckerman, Pentti J. Tienari, Bryan J. Traynor

The Lancet Neurology | October 2010, pp. 978-985

Publication

Gag-Protease-Mediated Replication Capacity in HIV-1 1 Subtype C Chronic Infection: Associations with HLA Type and Clinical Parameters

Jaclyn K. Wright, Zabrina L. Brumme, Jonathan M. Carlson, David Heckerman, Carl Kadie, Chanson J. Brumme, Bingxia Wang, Elena Losina, Toshiyuki Miura, Fundisiwe Chonco, Mary van der Stok, Zenele Mncube, Karen Bishop, Philip J.R. Goulder , Bruce D. Walker, Mark A. Brockman, Thumbi Ndung'u

Journal of Virology | October 2010

Publication

The cell biology of major histocompatibility complex class I assembly: towards a molecular understanding

Andy van Hateren, Ed James, Alistair Bailey, Andrew Phillips, Neil Dalchau, Tim Elliott

Tissue Antigens | October 2010, Vol 76(4): pp. 259

Project Project

Publication

Spatial decision forests for MS lesion segmentation in multi-channel MR images

Ezequiel Geremia, Bjoern H. Menze, Olivier Clatz, Ender Konukoglu, Antonio Criminisi, Nicholas Ayache

2010 Medical Image Computing and Computer-Assisted Intervention | September 2010

Publication

Regression forests for efficient anatomy detection and localization in CT studies

Antonio Criminisi, Jamie Shotton, Duncan Robertson, Ender Konukoglu

2010 Medical Image Computing and Computer-Assisted Intervention | September 2010

Publication

From Data to Predictions and Decisions: Enabling Evidence-Based Healthcare

Eric Horvitz

MSR-TR-2010-152 | September 2010

Data Analytic Series

Video

Sequence Assembler: DNA Short Reads

September 15, 2010 | Mike Zyskowski

Microsoft Research Senior Program Manager Michael Zyskowski discusses how the Sequence Assember can be used to study the short read format of DNA sequences, and demonstrates how to perform sequence assemblies, access BLAST services, and…

05:54

Medical, health, and genomics

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