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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

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Publication

The unintended consequences of bundled payments.

Bill Weeks, Stephen S. Rauh, Eric B. Wadsworth, James Weinstein

Annals of Internal Medicine | December 2012, Vol 158(1): pp. 62-64

Publication

HD-CNV

Jenna Butler, Marjorie Elizabeth Osborne Locke, Kathleen A. Hill, Mark Daley

Bioinformatics | December 2012, Vol 29(2): pp. 262-263

Publication

ML Confidential: Machine Learning on Encrypted Data

Thore Graepel, Kristin Lauter, Michael Naehrig

International Conference on Information Security and Cryptography — ICISC 2012, International Conference on Information Security and Cryptology – ICISC 2012, Lecture Notes in Computer Science, to appear | December 2012

Project

Publication

Health Benefits of Digital Videogames for Older Adults: A Systematic Review of the Literature

Amanda K. Hall, E. Chavarria, Vasana Maneeratana, B. Chaney, J. Bernhardt

Games for health journal | December 2012, Vol 1(6): pp. 402-10

Publication

Correlates of Protective Cellular Immunity Revealed by Analysis of Population-Level Immune Escape Pathways in HIV-1

Jonathan M. Carlson, Chanson J. Brumme, Eric Martin, Jennifer Listgarten, Mark A. Brockman, Anh Q. Le, Celia K. S. Chui, Laura A. Cotton, David J. H. F. Knapp, Sharon A. Riddler, Richard Haubrich, George Nelson, Nico Pfeifer, Charles E. DeZiel, David Heckerman, Richard Apps, Mary Carrington, Simon Mallal, P. Richard Harrigan, Mina John, Zabrina L. Brumme

Journal of Virololgy | December 2012, Vol 86(24): pp. 13202-13216

Project

Tool

Sherwood C++ and C# code library for decision forests.

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Publication

Differential Clade-Specific HLA-B*3501 Association with HIV-1 Disease Outcome Is Linked to Immunogenicity of a Single Gag Epitope

Philippa C. Matthews, Madoka Koyanagi, Henrik N. Kloverpris, Mikkel Harndahl, Anette Stryhn, Tomohiro Akahoshi, Hiroyuki Gatanaga, Shinichi Oka, Claudia Juarez Molina, Humberto Valenzuela Ponce, Santiago Avila Rios, David Cole, Jonathan M. Carlson, Rebecca P. Payne, Anthony Ogwu, Alfred Bere, Thumbi Ndung'u, Kamini Gounder, Fabian Chen, Lynn Riddell, Graz Luzzi, Roger Shaprio, Christian Brander, Bruce Walker, Andrew K. sewell, Gustavo Reyes Teran, David Heckerman, Eric Hunter, Soren Buus, Masafumi Takiguchi, Philip J.R. Goulder

Journal of Virololgy | December 2012, Vol 86(23): pp. 12643-12654

Microsoft Research Blog

Battling TB Using Microsoft Technology

December 3, 2012

By Microsoft News Center Giri Prasad, a 33-year-old tailor who lives in Delhi, first noticed the pain below his ribs. He went to see a doctor, but when it didn’t subside, he traveled to the…

Publication

Extraneous markers used for genetic similarity leads to loss of power in GWAS and heritability determination

Christoph Lippert, Gerald Quon, Jennifer Listgarten, David Heckerman

MSR-TR-2012-120 | December 2012

Video

Battling Tuberculosis Using Microsoft Technology

December 3, 2012 | Bill Thies

Microsoft Research develops a biometric monitoring system to help patients complete tuberculosis treatment programs.

13:46

Medical, health, and genomics

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