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

Physician Burnout-Overdiagnosis and Unproven Interventions.

Bill Weeks

JAMA Internal Medicine | March 2018, Vol 178(4): pp. 576-577

Publication

HLA-associated polymorphisms in the HIV-2 capsid highlight key differences between HIV-1 and HIV-2 immune adaptation

Thushan I. de Silva, Aleksandra Leligdowicz, Jonathan M. Carlson, Miguel Garcia-Knight, Clayton Onyango, Nicholas Miller, Louis-Marie Yindom, Stephane Hué, Assan Jaye, Tao Dong, Matthew Cotten, Sarah L Rowland-Jones

AIDS | March 2018, Vol 32(6): pp. 709-714

Project

Tool

Infer.Net

Infer.NET is a framework for running Bayesian inference in graphical models. It can also be used for probabilistic programming. Infer.NET has been used in a wide variety of domains including information retrieval, bioinformatics, epidemiology, vision,…

GitHub

Publication

Simplifying research access to genomics and health data with Library Cards

Ravi Pandya, Moran N. Cabili, Knox Carey, Stephanie O. M. Dyke, Anthony J. Brookes, Marc Fiume, Francis Jeanson, Giselle Kerry, Alex Lash, Heidi Sofia, Dylan Spalding, Anne-Marie Tasse, Susheel Varma

Scientific Data | March 2018

Publication

CliNER 2.0: Accessible and Accurate Clinical Concept Extraction

Willie Boag, Elena Sergeeva, Saurabh Kulshreshtha, Peter Szolovits, Anna Rumshisky, Tristan Naumann

March 2018

Publication

Towards the Creation of a Large Corpus of Synthetically-Identified Clinical Notes

Willie Boag, Tristan Naumann, Peter Szolovits

March 2018

Project

Project EmpowerMD: Medical conversations to medical intelligence

The Microsoft EmpowerMD team has partnered with Nuance Communications to build the clinic of the future. We believe that Dragon Ambient Experience (DAX) will revolutionize healthcare delivery for doctors and their patients.

Publication

Conjunction of factors triggering waves of seasonal influenza

Ishanu Chattopadhyay, Emre Kiciman, Joshua W. Elliott, Jeffrey L. Shaman, Andrey Rzhetsky

eLife | February 2018, Vol 7: pp. e30756

Event

Hack the Genome: Times Square, NYC 2018

February 24, 2018 – February 25, 2018 | Times Square, NYC

On February 24-25, 2018, Microsoft, LifeNome, Inc., and Sequencing.com will co-host the second Hack the Genome hackathon at Microsoft’s office in Times Square, New York City. This exciting two-day competition will focus on developing apps…

Publication

What Drives Health Professionals to Tweet About #HPVvaccine? Identifying Strategies for Effective Communication

Philip Massey, Alex Budnez, Amy Leader, Kara Fisher, Ann C. Klassen, Elad Yom-Tov

Preventing Chronic Disease | February 2018

Project

Medical, health, and genomics

Highlights