Medical, health, and genomics
Tool
RespireNet: A Deep Neural Network for Accurate Abnormality Detection in Lung Sounds using Device specific fine-tuning
Auscultation of respiratory sounds is the primary tool for screening and diagnosing lung diseases. Automated analysis, coupled with digital stethoscopes, can play a crucial role in enabling telescreening of fatal lung diseases. Deep neural networks…
Tool
Sepsis Cohort from MIMIC III
This repo provides code for generating the sepsis cohort from MIMIC III dataset. Our main goal is to facilitate reproducibility of results in the literature.
Tool
iPhys Toolbox
Accompanying paper: iPhys: An Open Non-Contact Imaging-Based Physiological Measurement Toolbox A MATLAB toolbox for iPPG analysis. The toolbox includes implementations of commonly used methods.
Tool
MTTS-CAN
Accompanies the paper Multi-Task Temporal Shift Attention Networks for On-Device Contactless Vitals Measurement (NeurIPS 2020)
Microsoft Research Blog
Utilizing consumer cameras for contact-free physiological measurement in telehealth and beyond
According to the CDC WONDER Online Database (opens in new tab), heart disease is currently the leading cause of death for both men and women in the United States. However, most deaths due to cardiovascular…
Publication
Secure Medical Image Analysis with CrypTFlow
Microsoft Research Blog
Project InnerEye evaluation shows how AI can augment and accelerate clinicians’ ability to perform radiotherapy planning 13 times faster
Up to half of the population in the United States (opens in new tab) and United Kingdom (opens in new tab) will be diagnosed with cancer at some point in their lives. Of those, half…
