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

Microsoft Health Futures

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Publication

The Effect of Missing Data Mechanisms on Deep Learning in Binary Classification: A Simulation Study

Ebru Ozturk, Yagmur Zengin, Merve KASIKCI, Erdal Cosgun

Turkiye Klinikleri Journal of Biostatistics | December 2022, Vol 15(1)

Video

SITI 2022 – Panel Discussion and moderated Q&A session

December 1, 2022 | Dipti Kanade, Sameer Segal, Bill Thies, Vandana Vasudevan (Vandana), Nitin Pai, Nataraj Kuntagod

SITI2022 Round table discussion on the topic of “Societal Impact & Technology in India” with invited panelists: • Nitin Pai, Takshshila Institution • Bill Thies, Everwell Health Solutions • Dipti Kanade, IAS, State Government of…

01:36:23

Publication

Identifying long-term effects of SARS-CoV-2 and their association with social determinants of health in a cohort of over one million COVID-19 survivors

Sumit Mukherjee, Meghana Kshirsagar, Nicholas Becker, Yixi Xu, Bill Weeks, Shwetak Patel, Juan M. Lavista Ferres, Michael L. Jackson

BMC Public Health | December 2022

Project Project

Tool

Biomedical Signal Processing: “Yardl” tooling

Yardl is a simple schema language and command-line tool that generates domain types and serialization code. This is a tool for generating code based on a schema for raw instrument data.

GitHub

Publication

Novel data analytics identify predictors of quality-of-life trajectories in patients with AML or high-risk Myeloid Neoplasms

Jordan Gauthier, Bianca Furtuna, ,Jacopo Mangiavacchi, Shahrzad Gholami, Juan M. Lavista Ferres, Rahul Dodhia, Amir T. Fathi,, Andrew M. Brunner, Aaron T. Gerds, Mikkael A. Sekeres, Bruno C. Medeiros, Eunice S. Wang, Paul J Shami, Kehinde Adekola, Selina M. Luger, Maria R. Baer, David A Rizzieri, Tanya Wildes, Jamie L. Koprivnikar, Julie Smith, Mitchell A. Garrison, Kiarash Kojouri, Frederick R. Appelbaum, Mary-Elizabeth M. Percival, Stephanie J. Lee, Mohamed L. Sorror

Blood | November 2022

Project

Publication