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1/7 We’d like to share something interesting for machine learning in cardiology. We trained a neural network, EchoNet-Dynamic, to interpret #echofirst videos to trace the left ventricle and estimate ejection fraction. Bryan He euan ashley James Zou The results are striking:

At NeurIPS Conference #ML4H, we present our new, soon to be available, public EchoNet-Dynamic dataset of 10k deidentified and labeled echocardiograms. Bryan He euan ashley James Zou. Made possible by Matthew Lungren MD MPH Stanford AIMI douyang.github.io/EchoNetDynamic…

We're super excited to announce the release of our latest shared dataset #EchoNetDynamic with >10k expert-labeled echocardiogram videos! Check it out at bit.ly/aimi_echo Special thanks to David Ouyang, MD Bryan He euan ashley James Zou Matthew Lungren MD MPH Stanford Medicine

Announcing new medical imaging dataset for an important clinical use case - and our first for ultrasound/ cardiac echo. Hope this release will help ML researchers engage in medical applications and improve diagnostics for patients worldwide. More to come in 2020 🤖

A Nature paper reports stress can cause hair to turn grey in rodents by triggering the depletion of pigment-forming stem cells in hair follicles. This effect seems to be driven by activation of the sympathetic nervous system, contrary to previous theories. go.nature.com/2RMLfSi

We are excited to announce that EchoNet-Dynamic, our video-based deep learning model for interpreting echocardiogram videos have been published in @nature. Bryan He euan ashley James Zou Stanford University 1/8 nature.com/articles/s4158…

EchoNet-Dynamic was implemented in @pytorch and the code is available at github.com/echonet/dynamic 5/8

Interrupting #COVID19 posts for my 1° area of interest (#AI and medicine) w/ 2 new @nature papers just published: 1. Heart beat-to-beat analysis for real time function (EF) nature.com/articles/s4158… 2. Better lung #cancer screening integrating #genomics nature.com/articles/s4158…

The @readcub link to the full article is at rdcu.be/b3erd 1.1/8

This week on the Nature podcast: Ultra-fast electrical switches and computing heart health. Listen here. go.nature.com/2vPKsc4

A Nature paper describes a deep learning algorithm that could potentially improve real time diagnosis of cardiac disease. go.nature.com/2xqYWQh