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

white icons of first aid kit, DNA strand, laptop monitor with overlapping eye, and microscope on a blue and green gradient background

Scaling early detection of esophageal cancer with AI

female doctor / nurse reviewing a tablet

Microsoft Health Futures

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Video

The Making of “Fungible Open Data” in Biomedical Research: Regimes of Governance, Epistemic Trust, and Public Good

January 23, 2018 | Irene Pasquetto

This talk discusses the epistemic, societal, and ethical implications of making publicly available and reusing open data from biomedical research. Today, making scientific data open is promoted by funding agencies and lawmakers as means to…

1:08:11

Publication

Spectral mapping of brain functional connectivity from diffusion imaging

Cassiano Becker, S. Pequito, George Pappas, Michael B. Miller, Scott T. Grafton, D. Bassett, V. Preciado

Nature Scientific Reports | January 2018, Vol 8

Video

The Power of Simple Algorithms: From Data Science to Biological Systems

January 17, 2018 | Cameron Musco

In this talk I will discuss the power of simple, randomized methods such as hashing, importance sampling, and stochastic iteration in data science and machine learning. In particular, I will overview my efforts to apply…

The Power of Simple Algorithms: From Data Science to Biological Systems

1:12:03

Publication

How Do We Move Beyond Regression to the Mean?: Improving Health and Health Care.

James Weinstein

Spine | January 2018, Vol 43(2): pp. 73-75

Publication

Elevated HLA-A expression impairs HIV control through inhibition of NKG2A-expressing cells.

Veron Ramsuran, Vivek Naranbhai, Amir Horowitz, Ying Qi, Maureen P. Martin, Yuko Yuki, Xiaojiang Gao, Victoria Walker-Sperling, Gregory Q. Del Prete, Douglas K. Schneider, Jeffrey D. Lifson, Jacques Fellay, Steven G. Deeks, Jeffrey N. Martin, James J. Goedert, Steven M. Wolinsky, Nelson L. Michael, Gregory D. Kirk, Susan Buchbinder, David Haas, Thumbi Ndung’u, Philip Goulder, Peter Parham, Bruce D. Walker, Jonathan M. Carlson, Mary Carrington

Science | January 2018, Vol 359: pp. 86-90

Publication

Evidence From Web-Based Dietary Search Patterns to the Role of B12 Deficiency in Non-Specific Chronic Pain: A Large-Scale Observational Study

Eitan Giat, Elad Yom-Tov

Journal of Medical Internet Research | January 2018

Project

Publication

MRI Image-to-Image Translation for Cross-Modality Image Registration and Segmentation

Qianye Yang, Nannan Li, Zixu Zhao, Xingyu Fan, Eric Chang, Yan Xu

January 2018

Project

Publication

Unsupervised End-to-end Learning for Deformable Medical Image Registration

Siyuan Shan, Wen Yan, Xiaoqing Guo, Eric Chang, Yubo Fan, Yan Xu

January 2018

Project

Publication

CheXNet: Radiologist-Level Pneumonia Detection on Chest X-Rays with Deep Learning

Pranav Rajpurkar, Jeremy Irvin, Kaylie Zhu, Brandon Yang, Hershel Mehta, Tony Duan, Daisy Ding, Aarti Bagul, Robyn L. Ball, Curtis Langlotz, Katie Shpanskaya, Matthew P Lungren, Andrew Y. Ng

December 2017

Publication

Estimating the Population Impact of a New Pediatric Influenza Vaccination Program in England Using Social Media Content

Moritz Wagner, Vasileios Lampos, Elad Yom-Tov, Richard Pebody, Ingemar J Cox

Journal of Medical Internet Research | December 2017

Project

Medical, health, and genomics

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