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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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Video

Microsoft Health Tech Today: Patient-friendly Apps

February 15, 2011 | Amy Karlson, Dan Morris

Patients want information but hospital staff are often too busy to answer questions. Microsoft researchers are developing new ways to deliver real-time, patient-friendly information.

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0:6:41

Publication

Influence of Gag-Protease-Mediated Replication Capacity on Disease Progression in Individuals Recently Infected with HIV-1 Subtype C

Jaclyn K. Wright, Vladimir Novitsky, Mark A. Brockman, Zabrina L. Brumme, Chanson J. Brumme, Jonathan M. Carlson, David Heckerman, Bingxia Wang, Elena Losina, Mopo Leshwedi, Mary van der Stok, Lungile Maphumulo, Nompumelelo Mkhwanazi, Fundisiwe Chonco, Philip J. R. Goulder, Max Essex, Bruce D. Walker, Thumbi Ndung'u

February 2011

Publication

Automatic Semantic Annotation and Validation of Anatomy in DICOM CT Images

Sayan D. Pathak, Antonio Criminisi, S. White, Indeera Munasinghe, B. Sparks, Duncan Robertson, Khan M. Siddiqui

Proceedings of SPIE | February 2011

Publication

Reduced Replication Capacity of NL4-3 Recombinant Viruses Encoding Reverse Transcriptase Integrase Sequences From HIV-1 Elite Controllers

Zabrina L. Brumme, Chun Li, Toshiyuki Miura, Jennifer Sela, Pamela C. Rosato, Chanson J. Brumme, Tristan J. Markle, Eric Martin, Brian L. Block, Alicja Trocha, Carl Kadie, Todd M. Allen, Florencia Pereyra, David Heckerman, Bruce D. Walker, Mark A. Brockman

J Acquir Immune Defic Syndr. | February 2011

Group

Computational Biology at MSR New England

We encompass several approaches to computational biology: we try to frame the biological question under consideration in terms of more standard problems in computer science, like clustering, Steiner trees, flow problems, etc., and then use approximation…

Publication