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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Published Date

Project

Decoding transcriptional programs of blood cell development

Understanding the mechanisms that govern stem cell self-renewal and cell fate decisions are fundamental to regenerative medicine and to understanding how these mechanisms are perturbed in disease states. Blood cell development (haematopoiesis) has long stood…

Publication

Deep Neural Decision Forests

P. Kontschieder, M. Fiterau, Antonio Criminisi, S. Rota Bulo

Intl Joint Conference on Artifical Intelligence (IJCAI) | June 2016

Publication

Using Publicly Available Data to Construct a Transparent Measure of Health Care Value: A Method and Initial Results.

Bill Weeks, Gregory R. Kotzbauer, James Weinstein

Milbank Quarterly | May 2016, Vol 94(2): pp. 314-333

Publication

An Alternative Way to Provide Healthcare for Veterans.

Bill Weeks

The American Journal of Medicine | May 2016, Vol 129(6): pp. 554-556

Project

HIV Vaccine Design

HIV is one of the world’s primary health concerns. Researchers at Microsoft are collaborating with leading HIV scientific centers to bring together research expertise and cutting-edge computing technology in to the fight against the virus. …

Publication

The quality of online answers to parents who suspect that their child has an Autism Spectrum Disorder

Ayelet Ben-Sasson, Dan Pelleg, Elad Yom-Tov

AAAI | May 2016

Project

Publication

Understanding Anti-Vaccination Attitudes in Social Media

Tanushree Mitra, Scott Counts, James W. Pennebaker

International Conference on Web and Social Media (ICWSM) | May 2016

Publication

Impact of Pre-Adapted HIV Transmission

Jonathan M. Carlson, Victor Y. Du, Nico Pfeifer, Anju Bansal, Vincent T. F. Tan, Karen Power, Chanson J. Brumme, Anat Kreimer, Charles E. DeZiel, Nicolo Fusi, Malinda Schaefer, Mark A. Brockman, Jill Gilmour, Matt A. Price, William Kilembe, Richard Haubrich, Mina John, Simon Mallal, Roger Shapiro, John Frater, P. Richard Harrigan, Thumbi Ndung'u, Susan Allen, David Heckerman, John Sidney, Todd M. Allen, Philip J.R. Goulder, Zabrina L. Brumme, Eric Hunter, Paul A. Goepfert

Nature Medicine | May 2016, Vol 22: pp. 606-613

Bonnie Mathieson Young Investigator Award

Github Project

Publication

Impact of pre-adapted HIV transmission

Jonathan M. Carlson, Victor Y Du, Nicolo Fusi, Paul A. Goepfert

Nature Medicine | May 2016, Vol 22: pp. 606-613

Publication

Methylenetetrahydrofolate Reductase Enzyme Mutations and Relationship of Homocysteine Vitamin B12 and Folate Blood Levels

Tuba Günebak Şahin, Berkan Sayal, Erdal Cosgun, Tanju Besler, Sinan Beksaç

Gynecology Obstetrics & Reproductive Medicine | May 2016, Vol 19

Medical, health, and genomics

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