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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

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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

Publication

Design, Expression, and Processing of Epitomized Hepatitis C Virus-Encoded CTL Epitopes

Daniel Yerly, David Heckerman, Todd Allen, Todd J. Suscovich, Nebojsa Jojic, Carl Kadie, Werner J. Pichler, Andreas Cerny, Christian Brander

The Journal of Immunology | November 2008, Vol 181: pp. 6361-6370

Publication

Cyberchondria: Studies of the Escalation of Medical Concerns in Web Search

Ryen W. White, Eric Horvitz

MSR-TR-2008-177 | November 2008

Proc. of IEEE Infocom 2010

Project

Project InnerEye – Democratizing Medical Imaging AI

InnerEye is a research project that uses state of the art machine learning technology to build innovative tools for the automatic, quantitative analysis of three-dimensional medical images.

Publication

In Silico Resolution of Ambiguous HLA Typing Data

Jennifer Listgarten, Zabrina Brumme, Carl Kadie, Gao Xiaojiang, Bruce Walker, Mary Carrington, Phillip Goulder, David Heckerman

October 2008

Publication

Intrusion Detection via Artificial Immune System: a Performance-based Approach

Andrea Visconti, Nicolo Fusi, Hooman Tahayori

IFIP International Conference on Biologically Inspired Collaborative Computing | October 2008

Publication

Electronic patient record use during ward rounds: A qualitative study of interaction between medical staff

Cecily Morrison

Critical Care | September 2008, pp. R148

Publication

Central Role of Reverting Mutations in HLA Associations with Human Immunodeficiency Virus Set Point

Philippa C. Matthews, Andrew Prendergast, Alasdair Leslie, Hayley Crawford, Rebecca Payne, Christine Rousseau, Isobella Honeyborne, Jonathan M. Carlson, Carl Kadie, Christian Brander, Karen Bishop, Nonkululeko Mlotshwa, James I. Mullins, Hoosen Coovadia, Thumbi Ndung'u, Bruce D. Walker, David Heckerman, Philip J. Goulder

Journal of Virology | September 2008, Vol 82(17): pp. 8548-8559

Publication

Morphological classification of heartbeats using similarity features and a two-phase decision tree

Dimitra Emmanouilidou

Computing in Cardiology Conference | September 2008

Publication

ECG and echocardiography processing for decision support in heart failure

Dimitra Emmanouilidou

Computing in Cardiology Conference | September 2008

Publication

A scenario-based approach to modeling development: A prototype model of C. elegans vulval fate specification

Hillel Kugler, Jasmin Fisher

Developmental Biology | August 2008, Vol 323(1): pp. 1-5

Medical, health, and genomics

Highlights