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

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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

Optimizing genomics pipeline execution with integer linear programming

Olesya Melnichenko, Venkat S. Malladi

February 2024

Publication

The GA4GH Task Execution Application Programming Interface: Enabling Easy Multicloud Task Execution

Alexander Kanitz, Matthew H. McLoughlin, Liam Beckman, Venkat S. Malladi, Kyle Ellrott

Computing in Science & Engineering | February 2024, Vol 26: pp. 30-39

Github

Publication

CataractBot: An LLM-Powered Expert-in-the-Loop Chatbot for Cataract Patients

Pragnya Ramjee, Bhuvan Sachdeva, Satvik Golechha, Shreyas Kulkarni, Geeta Fulari, Dr. Kaushik Murali, Mohit Jain

February 2024

Project Project

Publication

Protein structure generation via folding diffusion

Kevin E. Wu, Kevin Kaichuang Yang, Rianne van den Berg, Sarah Alamdari, James Zou, Alex Lu, Ava P. Amini

Nature Communications | February 2024, Vol 15

Publication

Characterizing the Signal-to-noise Ratio and Spatio-temporal Resolution of an Imaging Transformer Model for CMR

Hui Xue

Journal of Cardiovascular Magnetic Resonance | February 2024, Vol 26

Publication

An Interactive Agent Foundation Model

Zane Durante, Bidipta Sarkar, Ran Gong, Rohan Taori, Yusuke Noda, Paul Tang, Ehsan Adeli, Shrinidhi Kowshika Lakshmikanth, Kevin Schulman, Arnold Milstein, Demetri Terzopoulos, Ade Famoti, Noboru Kuno, Ashley J. Llorens, Hoi Vo, Katsushi Ikeuchi, Fei-Fei Li, Jianfeng Gao, Naoki Wake, Qiuyuan Huang

February 2024

Project

Tool

Tyger

Tyger is a framework for remote signal processing. It enables reliable transmission of data to remote computational resources, where the data can be processed and transformed as it streams in. It was designed for streaming…

GitHub

Publication

Priming agents transiently reduce the clearance of cell-free DNA to improve liquid biopsies

Carmen Martin-Alonso, Shervin Tabrizi, Kan Xiong, Timothy Blewett, Sainetra Sridhar, Andjela Crnjac, Sahil Patel, Zhenyi An, Ahmet Bekdemir, Douglas Shea, Shih-Ting Wang, Sergio A. Rodriguez-Aponte, Christopher A. Naranjo, Justin Rhoades, Jesse D. Kirkpatrick, Heather E. Fleming, Ava P. Amini, Todd R. Golub, J. C. Love, Sangeeta N. Bhatia, V. Adalsteinsson

Science | January 2024, Vol 383: pp. eadf2341-eadf2341

Microsoft Research Blog

GHDDI and Microsoft Research use AI technology to achieve significant progress in discovering new drugs to treat global infectious diseases

January 16, 2024 | Tie-Yan Liu, Tao Qin

The Global Health Drug Discovery Institute and Microsoft Research are using AI to innovate in life sciences by accelerating the development of new treatments for global infectious diseases like tuberculosis and COVID. Find out how.

Project

Project Ex Vivo

Defining, engineering, and targeting cell states in cancer Microsoft & the Broad Institute Project Ex Vivo is a joint cancer research collaboration between Microsoft and the Broad Institute, with support from the Dana-Farber Cancer Institute.…

Medical, health, and genomics

Highlights