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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Published Date

Video

Trading-Off Cost of Deployment Versus Accuracy for Predictive Models

August 11, 2017 | Adarsh Subbaswamy

Predictive models are finding an increasing number of applications in many industries. As a result, a practical means for trading-off the cost of deploying a model versus its effectiveness is needed. Our work is motivated…

Trading-Off Cost of Deployment Versus Accuracy for Predictive Models

0:31:28

Publication

Predicting Drug Recalls from Internet Search Engine Queries

Elad Yom-Tov

Journal of Translational Engineering in Health and Medicine | August 2017, Vol 5: pp. 1-6

Project

Publication

Molecularly-targeted drug combinations demonstrate selective effectiveness for myeloid and lymphoid-derived hematologic malignancies

Ravi Pandya, Bill Bolosky, Hoifung Poon, Brian Druker, OHSU, Jeffrey Tyner, OHSU

Proceedings of the National Academy of Sciences | August 2017

Publication

Parallel multiple instance learning for extremely large histopathology image analysis

Yan Xu, Yeshu Li, Zhengyang Shen, Ziwei Wu, Teng Gao, Yubo Fan, Maode Lai, Eric Chang

BMC bioinformatics | August 2017

Project

Publication

Conjunction of Factors Triggering Waves of Seasonal Influenza

Ishanu Chattopadhyay, Emre Kiciman, Joshua Elliott, Jeffrey Shaman, Andrey Rzhetsky

BioRxiv | July 2017

Proceedings of Eleventh Conference on Uncertainty in Artificial Intelligence, ® Montreal, QU

Publication

Detecting epistasis with the marginal epistasis test in genetic mapping studies of quantitative traits.

Lorin Crawford, Ping Zeng, Sayan Mukherjee, Xiang Zhou

PLOS Genetics | July 2017, Vol 13(7)

Microsoft Research Blog

Researchers build nanoscale computational circuit boards with DNA

July 24, 2017

By Microsoft Research Human-engineered systems, from ancient irrigation networks to modern semiconductor circuitry, rely on spatial organization to guide the flow of materials and information. Living cells also use spatial organization to control and accelerate…

Publication

A spatially localized architecture for fast and modular DNA computing

Gourab Chatterjee, Neil Dalchau, Richard A. Muscat, Andrew Phillips, Georg Seelig

Nature Nanotechnology | July 2017

Project Project

Publication

Drowsiness Onset Detection

Govind Ramaswamy, Avinash Gujjar, Srinivas Bhaskar

July 2017

Video

99DOTS: Using Mobile Phones to Ensure Complete Recovery from Tuberculosis

July 20, 2017 | Sriram Rajamani, Bill Thies, Andrew Cross, Satya Nadella

Tuberculosis (TB) is a completely curable disease, yet over 1 million people die from TB every year. One of the major challenges is to ensure that patients complete a full six-month course of antibiotics, which…

99DOTS: Using Mobile Phones to Ensure Complete Recovery from Tuberculosis

0:04:44

Medical, health, and genomics

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