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

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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

Balancing Exertion Experiences

Florian ‘Floyd’ Mueller, Frank Vetere, Martin Gibbs, Darren Edge, Stefan Agamanolis, Jennifer Sheridan, Jeffrey Heer

CHI 2012 Conference on Human Factors in Information Systems | April 2012

Honorable Mention Award

Publication

Decision Forests: A Unified Framework for Classification, Regression, Density Estimation, Manifold, Learning and Semi-supervised Learning

Antonio Criminisi, Jamie Shotton, Ender Konukoglu

March 2012

Publication

Enabling Advanced Inference on Sensor Nodes Through Direct Use of Compressively Sensed Signals

Shuayb Zarar, Niraj K. Jha, Naveen Verma

IEEE Conf. Design Automation and Test in Europe (DATE) | March 2012

Publication

Z3-4Biology SMT-Based Analysis of Biological Computation

Boyan Yordanov, Youssef Hamadi, Hillel Kugler, Christoph M. Wintersteiger

MSR-TR-2012-31 | March 2012

Project Project

Publication

A Closed-loop System for Artifact Mitigation in Ambulatory Electrocardiogram Monitoring

Shuayb Zarar, Gene Marsh, Harinath Garudadri, Somdeb Majumdar

IEEE/ACM Conf. Design Automation and Test in Europe (DATE) | March 2012

Publication

Learning Transcriptional Regulatory Relationships Using Sparse Graphical Models

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

February 2012

Publication

Comparative analysis of semantic localization accuracies between adult and pediatric DICOM CT images

Duncan Robertson, Sayan D. Pathak, Antonio Criminisi, Steve White, David R. Haynor, Oliver Chen, Khan M. Siddiqui

Proceedings of SPIE | February 2012, Vol 8319

Publication

Linking DICOM pixel data with radiology reports using automatic semantic annotation

Sayan D. Pathak, Woojin Kim, Indeera Munasinghe, Antonio Criminisi, Steve White, Khan Siddiqui

Proceedings of SPIE | February 2012, Vol 8319: pp. 85-90

Video

Think Computer Science ’11 Talks – Breathing Life Into Computer Programs

February 9, 2012 | Neeltje Berger, Jasmin Fisher

Jasmin Fisher, researcher at Microsoft Research Cambridge, talks about computer programs that mimic aspects of biological behaviours. This talk includes a video, ‘Introduction to Cells,’ shown with the permission of its creator, the owner of…

Publication

High-avidity, high-IFNÎ³-producing CD8 T-cell responses following immune selection during HIV-1 infection

Niamh M. Keane, Stevens G. Roberts, Coral-Ann M. Almedia, Tanya Krishnan, Abha Chopra, Emma Demaine, Rebecca Laird, Monika Tschochner, Jonathan M. Carlson, Simon Mallal, David Heckerman, Ian James, Mina John

Immunology and Cell Biology | February 2012, Vol 90(2): pp. 224-234

Medical, health, and genomics

Highlights