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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Video

Research in Focus: The Coming Genomics Software Revolution

July 15, 2013 | David Patterson, Bill Bolosky, and Ravi Pandya

With genome sequencing becoming less expensive and more accessible, researchers have a new front of attack against disease. David Patterson of the University of California, Berkeley, along with Bill Bolosky and Ravi Pandya of Microsoft…

22:17

Publication

Multi-Label Classification for Colon Cancer Using Histopathological Images

Yan Xu, Liping Jiao, Siyu Wang, Junsheng Wei, Yubo Fan, Maode Lai, Eric Chang

July 2013

Project

Publication

Full Supervised Learning for Osteoporosis Diagnosis Using Micro-CT Imag

July 2013

Project

Publication

Building Large Collections of Chinese and English Medical Terms from Semi-Structured and Encyclopedia Websites

Yan Xu, Yining Wang, Jian-Tao Sun, Jianwen Zhang, Junichi Tsujii, Eric Chang

PLOS ONE | July 2013

Funding: This work was supported by Microsoft Research Asia (MSR Asia). The work was also supported by MSRA eHealth grant, grant 61073077 from National Science Foundation of China and grant SKLSDE-2011ZX-13 from State Key Laboratory of Software Development Environment in Beihang University in China. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.

Project

Publication

Characterization of noise contaminations in lung sound recordings

Dimitra Emmanouilidou

International Conference of the IEEE Engineering in Medicine and Biology Society | July 2013

Publication

Z34Bio: An SMT-based Framework for Analyzing Biological Computation

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

SMT’13 | July 2013

Project Project

Publication

Predicting Depression via Social Media

Munmun De Choudhury, Michael Gamon, Scott Counts, Eric Horvitz

July 2013

Publication

Joint segmentation and named entity recognition using dual decomposition in Chinese discharge summaries

Yan Xu, Yining Wang, Tianren Liu, Jiahua Liu, Yubo Fan, Yi Qian, Junichi Tsujii, Eric Chang

JAMIA | July 2013

Project

Publication

Distributed cortical adaptation during learning of a brain-computer interface task

Jeremiah (Miah) Wander, Timothy Blakely, Kai J. Miller, Kurt E. Weaver, Lise A. Johnson, Jared D. Olson, Eberhard E. Fetz, Rajesh P. N. Rao, Jeffrey G. Ojemann

Proceedings of the National Academy of Sciences | June 2013

Publication

DNA-based Molecular Architecture with Spatially Localized Components

Richard Muscat, Karin Strauss, Luis Ceze, Georg Seelig

40th International Symposium on Computer Architecture | June 2013

Medical, health, and genomics

Highlights