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

Group

The Microsoft AI For Good team helps researchers and organizations reach solutions on some of the world’s biggest problems. Providing technology, resources, and expertise to empower those working to solve humanitarian issues to create a…

Publication

A Method for Examining Geographic Variation When Denominators are Unknown, Populations Vary, and Time is of the Essence: Back Surgery as an Example

Bill Weeks, James Weinstein

Spine | October 2020

Publication

MetaPhys: Unsupervised Few-Shot Adaptation for Non-Contact Physiological Measurement.

Xin Liu, Ziheng Jiang, Josh Fromm, Xuhai Xu, Shwetak N. Patel, Daniel McDuff

October 2020

ArXiv preprint | October 2020

Project

Video

FHIR for Developers – Getting Started

October 2, 2020 | Gino Canessa

Basic introduction to FHIR – how to navigate the standard, etc. Topics and links: https://github.com/GinoCanessa/FhirDevVideoNotes/tree/main/01-Intro

50:35

Video

A Guided Walk Through FHIR #1: Operations Framework Overview

October 2, 2020 | Josh Mandel

We’ll take a tour through https://www.hl7.org/fhir/operations.html, learning about FHIR’s custom operations framework (a kind of remote procedure call interface for FHIR). We’ll look at why the framework exists, review a couple of examples, and try…

21:15

Publication

The Role of Context in the Prediction of Acute Hypotension in Critical Care

Niranjani Prasad, Konstantina Palla

SAIL: Symposium on Artificial Intelligence for Learning Health Systems, 2020 | October 2020

Project

Publication

Molecular estimation of neurodegeneration pseudotime in older brains

Sumit Mukherjee, Laura Heath, Christoph Preuss, Suman Jayadev, Gwenn Garden, Anna Greenwood, Solveig Sieberts, Phillip De Jager, Nilufer Ertekin-Taner, Gregory Carter, Lara Mangravite, Benjamin Logsdon

October 2020

Accepted to Nature Communications

Publication

Assessment of Year-to-Year Patient-Specific Comorbid Conditions Reported in the Medicare Chronic Conditions Data Warehouse.

Bill Weeks, Grace Huynh, Stacey Y. Cao, Jeremy Smith, James Weinstein

JAMA Network Open | September 2020, Vol 3(10)

Publication

Point of View: “Correlates of Google Search Rankings for Spine Surgeons: An Analysis of Academic Pedigree, Social Media Presence, and Patient Ratings”.

Bill Weeks, Nitesh Jain, James Weinstein

Spine | September 2020, Vol 45(19): pp. 1382

Publication

Situational Awareness: Inequity.

James Weinstein

Spine | September 2020, Vol 45(19): pp. 1317-1319

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

AI For Good Lab

A Method for Examining Geographic Variation When Denominators are Unknown, Populations Vary, and Time is of the Essence: Back Surgery as an Example

MetaPhys: Unsupervised Few-Shot Adaptation for Non-Contact Physiological Measurement.

FHIR for Developers – Getting Started

A Guided Walk Through FHIR #1: Operations Framework Overview

The Role of Context in the Prediction of Acute Hypotension in Critical Care

Molecular estimation of neurodegeneration pseudotime in older brains

Assessment of Year-to-Year Patient-Specific Comorbid Conditions Reported in the Medicare Chronic Conditions Data Warehouse.

Point of View: “Correlates of Google Search Rankings for Spine Surgeons: An Analysis of Academic Pedigree, Social Media Presence, and Patient Ratings”.

Situational Awareness: Inequity.

Medical, health, and genomics

Highlights