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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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Publication

Qualitative Crosstalk Analysis of Wnt and Notch Signaling in Mammalian Skin

Marc A. Schaub, April Bezdek, Thomas A. Henzinger, Freddy Radtke, Jasmin Fisher

RECOMB Systems Biology, ’07 San Diego, CA | January 2007

Publication

CD8+ T-cell responses to different HIV proteins have discordant associations with viral load

Photini Kiepiela, Kholiswa Ngumbela, Christina Thobakgale, Dhanwanthia Ramduth, Isobella Honeyborne, Eshia Moodley, Shabashini Reddy, Chantal de Pierres, Zenele Mncube, Nompumelelo Mkhwanazi, Karen Bishop, Mary van der Stok, Kriebashnie Nair, Nasreen Khan, Hayley Crawford, Rebecca Payne, Alasdair Leslie, Julia Prado, Andrew Pendergast, John Frater, Noel McCarthy, Christian Brander, Gerald H. Learn, David Nickle, Christine Rousseau, Hoosen Coovadia, James I. Mullins, David Heckerman, Bruce D. Walker, Philip Goulder

Nature Medicine | December 2006

Publication

Identifying the effects of human immune pressure on the evolution of HIV.

Jonathan M. Carlson, Carl Kadie, David Heckerman

December 2006

Publication

The Use of a Wearable Camera, SenseCam, as a Pictorial Diary to Improve Autobiographical Memory in a Patient with Severe Memory Impairment

Emma Berry, Georgina Browne, Narinder Kapur, Steve Hodges, Gavin Smyth, Lyndsay Williams, Martin Conway, Ken Wood

December 2006

Presentation at the Memories for Life Colloquium: the future of our pasts, British Library Conference Centre, London, December 2006

Project

Publication

Decoding Movement Intent From Human Premotor Cortex Neurons for Neural Prosthetic Applications

Catherine L. Ojakangas, Ammar Shaikhouni, Gerhard M. Friehs, Abraham H. Caplan, Mijail D. Serruya, Maryam Saleh, Dan Morris, John P. Donoghue

Journal of Clinical Neurophysiology | December 2006, Vol 23: pp. 577-584

Publication

Surgical vs nonoperative treatment for lumbar disk herniation: the Spine Patient Outcomes Research Trial (SPORT) observational cohort

James Weinstein, Jon D. Lurie, Tor D. Tosteson, Jonathan S. Skinner, Brett Hanscom, Anna N.A. Tosteson, Harry Herkowitz, Jeffrey Fischgrund, Frank P. Cammisa, Todd Albert, Richard A. Deyo

JAMA | November 2006, Vol 296(20): pp. 2451-2459

Publication

Surgical vs Nonoperative Treatment for Lumbar Disk Herniation: The Spine Patient Outcomes Research Trial (SPORT): A Randomized Trial

James Weinstein, Tor D. Tosteson, Jon D. Lurie, Anna N.A. Tosteson, Brett Hanscom, Jonathan S. Skinner, William A. Abdu, Alan S. Hilibrand, Scott D. Boden, Richard A. Deyo

JAMA | November 2006, Vol 296(20): pp. 2441-2450

Publication