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

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Publication

Collaboration between Government and Research Community to Respond to COVID-19: Israel’s Case

Mor Peleg, Amnon Reichmann, Sivan Shachar, Tamir Gadot, Meytal Avgil Tsadok, Maya Azaria, Orr Dunkelmann, Shiri Hassid, Daniella Partem, Maya Shmailov, Elad Yom-Tov, Roy Cohen

Journal of Open Innovation | September 2021

Project Project

Publication

MM-Deacon: Multimodal molecular domain embedding analysis via contrastive learning

Zhihui Guo, Pramod Kumar Sharma, Liang Du, Robin Abraham

ACL 2022 | September 2021

Project

Tool

This repository contains a setup for running a distributed deployment of the Gadgetron in a Kubernetes cluster. The setup has been developed for and tested with Azure Kubernetes Service (AKS) but should work on other…

GitHub

Publication

Modular Self-Supervision for Document-Level Relation Extraction

Sheng Zhang, Cliff Wong, Naoto Usuyama, Sarthak Jain, Tristan Naumann, Hoifung Poon

Empirical Methods in Natural Language Processing | September 2021

Publication

fastMRI+: Clinical Pathology Annotations for Knee and Brain Fully Sampled Multi-Coil MRI Data

Ruiyang Zhao, Burhaneddin Yaman, Yuxin Zhang, Russell Stewart, Austin Dixon, Florian Knoll, Zhengnan Huang, Yvonne W. Lui, Michael Hansen, Matthew P. Lungren

arXiv: Computer Vision and Pattern Recognition | September 2021, Vol 2109.03812

Github Project

Tool

fastMRI+

The purpose of this project is to release a set of clinically relevant labels for an existing, publicly available dataset (https://fastmri.org). With permission from the fastMRI team at NYU, we have engaged third party labelers…

GitHub Publication

Publication

Synthetic Circuit-Driven Expression of Heterologous Enzymes for Disease Detection

Jiang He, Lior Nissim, Ava P. Soleimany, Adina Binder-Nissim, Heather E. Fleming, Timothy K. Lu, Sangeeta N. Bhatia

ACS Synthetic Biology | August 2021, Vol 10(9): pp. 2231-2242

Publication

Quality of life and functional status of patients treated with venovenous extracorporeal membrane oxygenation at 6 months

Hussein D. Kanji, Alex Chouldechova, Samantha Harris-Fox, Juan J. Ronco, Ephraim O’dea, Chris Harvey, Constantin Shuster, Sonny Thiara, Giles J. Peek

Journal of Critical Care | August 2021, Vol 66: pp. 26-30

Publication

Domain-Specific Pretraining for Vertical Search: Case Study on Biomedical Literature

Yu Wang, Jinchao Li, Tristan Naumann, Chenyan Xiong, Hao Cheng, Rob Tinn, Cliff Wong, Naoto Usuyama, Rick Rogahn, Zhihong Shen, Yang Qin, Eric Horvitz, Paul Bennett, Jianfeng Gao, Hoifung Poon

KDD 2021 | August 2021

Project

Video

ImagineCare: a demonstration with Dr. Jim Weinstein – Microsoft Worldwide Partners Conference

August 9, 2021 | Dr. Jim Weinstein

Dartmouth CEO and President Dr. Jim Weinstein demonstrates Dartmouth-Hitchcock’s new integrated digital health care solution “ImagineCare,” as part of Microsoft’s annual Worldwide Partners Conference. Dr. Weinstein is joined in the presentation by Barb Edson, Microsoft’s…

16:21

Medical, health, and genomics

GigaPath: Whole-Slide Foundation Model for Digital Pathology

Research Forum 2 | Panel Discussion: Transforming the Natural Sciences with AI

Scaling early detection of esophageal cancer with AI

Microsoft Health Futures

Collaboration between Government and Research Community to Respond to COVID-19: Israel’s Case

MM-Deacon: Multimodal molecular domain embedding analysis via contrastive learning

Gadgetron Azure

Modular Self-Supervision for Document-Level Relation Extraction

fastMRI+: Clinical Pathology Annotations for Knee and Brain Fully Sampled Multi-Coil MRI Data

fastMRI+

Synthetic Circuit-Driven Expression of Heterologous Enzymes for Disease Detection

Quality of life and functional status of patients treated with venovenous extracorporeal membrane oxygenation at 6 months

Domain-Specific Pretraining for Vertical Search: Case Study on Biomedical Literature

ImagineCare: a demonstration with Dr. Jim Weinstein – Microsoft Worldwide Partners Conference

Medical, health, and genomics

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