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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Tool

Code supplementing AI for Good Lab’s work on long COVID sequelae using EHR data. This project aimed to discover long COVID sequelae (symptoms) from Electronic Health Records (EHR) data using causal impact analysis of time series…

GitHub

Video

Combining Machine Learning and Bayesian networks for Decision Support in Arrythmia Diagnosis

April 9, 2024 | Tezira Wanyana

We propose an architecture for a personal health agent (PHA) that combines machine learning and a Bayesian network for detecting and diagnosing arrhythmia based on electrocardiogram (ECG) characteristics. Focusis placed on atrial fibrillation (AF), the…

video thumbnail of Tezira Wanyana's MARI Seminar for Microsoft Research

42:19

Publication

Inline AI: Open-source Deep Learning Inference for Cardiac MR

Hui Xue

April 2024

Publication

Bridging the rural‐urban divide: An implementation plan for leveraging technology and artificial intelligence to improve health and economic outcomes in rural America

Bill Weeks, Justin Spelhaug , James Weinstein, Juan M. Lavista Ferres

The Journal of Rural Health | March 2024

Project

Video

Preventing medication errors: using AI to avoid mistakes and save lives

March 17, 2024 | Mandi Hall

Every year more than 1.5 million injuries result from accidental medication errors. Our colleagues explored ways to increase medication safety with real-time imaging and AI.

0:59

Tool

Research Analysis Tools

Rats is a collection of tools to help researchers define and run experiments. It is designed to be a modular and extensible framework currently supporting building and running pipelines, integrating configs and services.

GitHub

Publication

Health and Wealth in America

Bill Weeks, Juan M. Lavista Ferres, James Weinstein

International Journal of Public Health | March 2024

Project

Publication

A knockoff calibration method to avoid over-clustering in single-cell RNA-sequencing

Alan DenAdel, Michelle L. Ramseier, Andrew W. Navia, Alex K. Shalek, Srivatsan Raghavan, Peter S. Winter, Ava P. Amini, Lorin Crawford

bioRxiv | March 2024

Project

Publication

Improved estimation of the relationship between fetal growth and late stillbirth in the United States, 2014–15

Darren Tanner, Juan M. Lavista Ferres, Edwin A. Mitchell

Scientific Reports | March 2024

Project

Video

GigaPath: Foundation Model for Digital Pathology

March 11, 2024 | Naoto Usuyama

Presented by Naoto Usuyama at Microsoft Research Forum, Season 1, Episode 2 Naoto Usuyama proposed GigaPath, a novel approach for training large vision transformers for gigapixel pathology images, utilizing a diverse real-world cancer patient dataset, with the goal…

05:06

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

Causal impact long-COVID

Combining Machine Learning and Bayesian networks for Decision Support in Arrythmia Diagnosis

Inline AI: Open-source Deep Learning Inference for Cardiac MR

Bridging the rural‐urban divide: An implementation plan for leveraging technology and artificial intelligence to improve health and economic outcomes in rural America

Preventing medication errors: using AI to avoid mistakes and save lives

Research Analysis Tools

Health and Wealth in America

A knockoff calibration method to avoid over-clustering in single-cell RNA-sequencing

Improved estimation of the relationship between fetal growth and late stillbirth in the United States, 2014–15

GigaPath: Foundation Model for Digital Pathology

Medical, health, and genomics

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