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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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…

Publication

Taxonomy and Theory in Computer Supported Cooperative Work

Jonathan Grudin, Steven Poltrock

Handbook of Organizational Psychology | Published by Oxford University Press | 2012 | Handbook of Organizational Psychology edition

Tool

Microsoft Research Volume Rendering SDK

COM components which provides scalable implementation of real-time volume rendering intended for server-based GPUs. It could also be accessed from .Net clients using the provided Runtime Callable Wrapper (RCW)

Access Publication

Publication

Feature engineering combined with machine learning and rule-based methods for structured information

Eric Chang

Journal of the American Medical Informatics Association | May 2012

Project

Publication

Simultaneous Reconstruction of Multiple Signaling Pathways via the Prize-collecting Steiner Forest Problem

Nurcan Tuncbag, Alfredo Braunstein, Andrea Pagnani, Shao-Shan Carol Huang, Jennifer Chayes, Christian Borgs, Riccardo Zecchina, Ernest Fraenkel

16th Annual International Conference on Research in Computational Molecular Biology (RECOMB), 287 – 301 (2012) and Journal of Computational Biology | May 2012

Publication

Using Mobile Phones to Present Medical Information to Hospital Patients

Laura Pfeifer Vardoulakis, Amy Karlson, Dan Morris, Greg Smith, Justin Gatewood, Desney Tan

CHI ’12 Proceedings of the SIGCHI Conference on Human Factors in Computing Systems | May 2012

ISBN: 978-1-4503-1015-4

Project

Publication

Interaction proxemics and image use in neurosurgery

Helena Mentis, Kenton O'Hara, Abigail Sellen, Rikin Trivedi

Proceedings of CHI 2012 | May 2012

Project

Publication

Cancer treatment planning: Formal methods to the rescue

Janos L. Mathe, Janos Sztipanovits, Mia Levy, Ethan Jackson, Wolfram Schulte

2012 4th International Workshop on Software Engineering in Health Care (SEHC) | May 2012

Publication

Minor contribution of HLA class I-associated selective pressure to the variability of HIV-1 accessory protein Vpu

Zafrul Hasan, Jonathan M. Carlson, Hiroyuki Gatanaga, Anh Le, Chanson J Brumme, Shinichi Oka, Zabrina L Brumme , Takamasa Ueno

May 2012

Publication

Widespread Impact of HLA Restriction on Immune Control and Escape Pathways in HIV-1

Jonathan M. Carlson, Jennifer Listgarten, Nico Pfeifer, Vincent Tan, Carl Kadie, Bruce D. Walker, Thumbi Ndung'u, Roger Shapiro, John Frater, Zabrina L. Brumme, Philip J. R. Goulder, David Heckerman

Journal of Virology | May 2012, Vol 86(9): pp. 5230-5243

Github Project

Medical, health, and genomics

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