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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

Publication

Bayesian Approximate Kernel Regression with Variable Selection

Lorin Crawford, Kris C. Wood, Xiang Zhou, Sayan Mukherjee

Journal of the American Statistical Association | June 2018, Vol 113(524): pp. 1710-1721

Publication

Visible Machine Learning for Biomedicine

Michael K. Yu, Jianzhu Ma, Jasmin Fisher, Jason F. Kreisberg, Benjamin J. Raphael, Trey Ideker

Cell | June 2018, Vol 173: pp. 1562-1565

Publication

人工智能时代的病理组学

Wen Yan, Nannan Li, Eric Chang, Maode Lai, Yan Xu

临床与实验病理学杂志 | June 2018, Vol 34(6)

Project

Publication

Visualizing Patient Timelines in the Intensive Care Unit

Dina Levy-Lambert, Jen J. Gong, Tristan Naumann, Tom J. Pollard, John V. Guttag

June 2018

Publication

Opportunities in Machine Learning for Healthcare

Marzyeh Ghassemi, Tristan Naumann, Peter Schulam, Andrew L. Beam, Rajesh Ranganath

June 2018

Publication

Leveraging text representations for clinical predictive tasks

Tristan Naumann

June 2018

PhD Thesis: Massachusetts Institute of Technology | June 2018

Publication

Natural Language Processing for EHR-Based Computational Phenotyping

Zexian Zeng, Yu Deng, Xiaoyu Li, Tristan Naumann, Yuan Luo

Computation and Language | June 2018

Publication

Community Economic Distress and Changes in Medicare Patients’ End-of-Life Care Costs.

Bill Weeks, Mariétou H.L. Ouayogodé, Bruno Ventelou, Todd Mackenzie, James Weinstein

Journal of Palliative Medicine | May 2018, Vol 21(6): pp. 742-743

Publication

Design and Implementation of a Smart Headband for Epileptic Seizure Detection and Its Verification Using Clinical Database

Shih-kai Lin, Isti Qomah, Yu-shan Lin, Herming Chiueh, Chin-Yew Lin

International Symposium on Circuits and Systems | May 2018

Publication

A Toolbox for Discrete Modelling of Cell Signalling Dynamics

Yasmin Z. Paterson, David Shorthouse, Markus W. Pleijzier, Nir Piterman, Claus Bendtsen, Benjamin A. Hall, Jasmin Fisher

Integrative Biology | May 2018, Vol 10: pp. 370-382

Medical, health, and genomics

Highlights