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

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Published Date

Publication

Algorithms as medical devices

Alison Hall, Johan Ordish , Hannah Richardson (nee Murfet)

MSR-TR-2019-48 | September 2019

Published by PHG Foundation

Video

Publication

Digital Innovations for Global Mental Health: Opportunities for Data Science, Task Sharing, and Early Intervention

John A. Naslund, Pattie P. Gonsalves, Oliver Gruebner, Sachin R. Pendse, Stephanie L. Smith, Amit Sharma, Giuseppe Raviola

Current Treatment Options in Psychiatry | September 2019

Project

Publication

Renal clearable catalytic gold nanoclusters for in vivo disease monitoring

Colleen N. Loynachan, Ava P. Soleimany, Jaideep S. Dudani, Yiyang Lin, Adrian Najer, Ahmet Bekdemir, Qu Chen, Sangeeta N. Bhatia, Molly M. Stevens

Nature Nanotechnology | August 2019, Vol 14(9): pp. 883-890

Tool

Interpretable Outcome Prediction with Sparse Bayesian Neural Networking

A type of Bayesian Neural Network which has a sparsity-inducing prior distribution in order to help interpret the learned weights. Particularly useful in the domain of healthcare but scales to many other domains, as it…

GitHub Publication

Publication

CD8 T cells targeting adapted epitopes in chronic HIV infection promote dendritic cell maturation and CD4 T cell trans-infection.

Kai Qin, Sushma Boppana, Victor Y. Du, Jonathan M. Carlson, Ling Yue, Dario A. Dilernia, Eric Hunter, Robbie B. Mailliard, Simon A. Mallal, Anju Bansal, Paul A. Goepfert

PLOS Pathogens | August 2019, Vol 15(8)

Project

Video

SCAI – Societal impact through Cloud and Artificial Intelligence at Microsoft Research India

August 5, 2019 | Sriram Rajamani, Satish Sangameswaran, Siddharth Prakash

Microsoft Research India has established a center for Societal impact through Cloud and Artificial Intelligence (SCAI). Part of the Microsoft Research (MSR) Lab in Bengaluru, this center will focus on creating and nurturing projects that…