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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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Microsoft Health Futures

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Published Date

Video

Explainable AI for Science and Medicine

May 1, 2019 | Scott Lundberg

Understanding why a machine learning model makes a certain prediction can be as crucial as the prediction’s accuracy in many applications. Here l will present a unified approach to explain the output of any machine…

1:15:24

Publication

Clinical and evolutionary consequences of HIV adaptation to HLA: implications for vaccine and cure

Santiago Avila-Rios, Jonathan M. Carlson, Mina John, Simon Mallal, Zabrina L Brumme

Current Opinion in HIV and AIDS | May 2019, Vol 14(3): pp. 194-204

Project

Publication

Politeness Strategies in the Design of Voice Agents for Mental Health

Joseph Newbold, Gavin Doherty, Sean Rintel, Anja Thieme

CHI 2019 Workshop | May 2019

Publication

Internet Searches for Medical Symptoms Before Seeking Information on 12-Step Addiction Treatment Programs: A Web-Search Log Analysis

Journal of Medical Internet Research | May 2019

Publication

Interpretable Outcome Prediction with Sparse Bayesian Neural Networks in Intensive Care

Anna-Lena Popkes, Hiske Overweg, Ari Ercole, Yingzhen Li, Jose Miguel Hern´andez-Lobato, Yordan Zaykov, Cheng Zhang

May 2019

Github Project

Publication

Cortical Topography of Error-Related High-Frequency Potentials During Erroneous Control in a Continuous Control Brain–Computer Interface

Nile Wilson, Devapratim Sarma, Jeremiah (Miah) Wander, Kurt Weaver, Jeffrey G Ojemann, Rajesh PN Rao

Frontiers in Neuroscience | May 2019

Publication

Unsupervised Learning for Cell-level Visual Representation in Histopathology Images with Generative Adversarial Networks

Bo Hu, Ye Tang, Eric Chang, Yubo Fan, Maode Lai, Yan Xu

IEEE Journal of Biomedical and Health Informatics | May 2019

Project

Publication

Moments of Change: Analyzing Peer-Based Cognitive Support in Online Mental Health Forums

Yada Pruksachatkun, Sachin Pendse, Amit Sharma

2019 CHI Conference on Human Factors in Computing Systems | May 2019

Project

Publication

Cost and Outcomes Information Should Be Part of Shared Decision Making.

Bill Weeks, James Weinstein

JAMA Surgery | April 2019, Vol 154(5): pp. 465-466

Publication

HPV vaccine, Twitter, and gay, bisexual and other men who have sex with men

Health Promotion International | April 2019

Medical, health, and genomics

Highlights