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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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Published Date

Publication

Layered Spatio-Temporal Forests for Left Ventricle Segmentation from 4D Cardiac MRI Data

Jan Margeta, Ezequiel Geremia, Antonio Criminisi, Nicholas Ayache

September 2012

Publication

Epidemiologic trends in HBV infections at a reference centre in Turkey: an 11-year retrospective analysis

Ergunay K, Balaban Y, Erdal Cosgun, Alp A, Simsek H, Sener B, Tatar G, Hascelik G

Ann Hepatol | September 2012, Vol 11: pp. 672-678

Publication

Auditory Augmented Reality: Object Sonification for the Visually Impaired

Flavio Protasio Ribeiro, Dinei Florencio, Philip A. Chou, Zhengyou Zhang

MMSP | September 2012

Publication

Where the United States spends its spine dollars: expenditures on different ambulatory services for the management of back and neck conditions.

Matthew A. Davis, Tracy Onega, Bill Weeks, Jon D. Lurie

Spine | August 2012, Vol 37(19): pp. 1693-1701

Video

About Microsoft Research Connections

August 31, 2012

Watch this 30-second video for a brief summary of what kind of work the Microsoft Research Connections team does.

0:26

Publication

A multiresolution analysis for detection of abnormal lung sounds

Dimitra Emmanouilidou

International Conference of the IEEE Engineering in Medicine and Biology Society | August 2012

Publication

HIV Control through a Single Nucleotide on the HLA-B Locus

Henrik N. Kloverpris, Mikkel Harndahl, Alasdair J. Leslie, Jonathan M. Carlson, Nasreen Ismail, Mary van der Stok, Kuan-Hsiang Gary Huang, Fabian Chen, Lynn Riddell, Dewald Steyn, Dominique Goedhals, Cloete van Vuuren, John Frater, Bruce D. Walker, Mary Carrington, Thumbi Ndung'u, Soren Buus, Philip Goulder

Journal of Virology | August 2012

Publication

Patterns of methylation heritability in a genome-wide analysis of four brain regions

Gerald Quon, Christoph Lippert, David Heckerman, Jennifer Listgarten

Nucleic Acids Research | August 2012

Publication

Studies of the Onset and Persistence of Medical Concerns in Search Logs

Ryen W. White, Eric Horvitz

35th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2012), August 12-16, 2012, Portland, Oregon, USA. | August 2012

Project

Internet-Mediated Health

The majority of Internet users turn to the web for information when they have a medical concern. The data generated while users seek such information, and more generally when they browse the Internet for work…

Medical, health, and genomics

Highlights