Thank you @erictopol.bsky.social for highlighting our work! Huge honor This is the product of deep interdisciplinary collaboration btw engineers & clinicians. Grateful to teammates & mentors @ekoikonomou.bsky.social @rohankhera.bsky.social + Model is publicly available! github.com/CarDS-Yale/P...

GitHub - CarDS-Yale/PanEcho: "PanEcho: Complete AI-enabled echocardiography interpretation with multi-task deep learning" by Gregory Holste, Evangelos K. Oikonomou, Zhangyang Wang, & Rohan Khera

"PanEcho: Complete AI-enabled echocardiography interpretation with multi-task deep learning" by Gregory Holste, Evangelos K. Oikonomou, Zhangyang Wang, & Rohan Khera - CarDS-Yale/PanEcho

github.com

Eric Topol@erictopol.bsky.social · last yr.

When A.I. can interpret an echocardiogram. (one of the most complex medical images) jamanetwork.com/journals/jam...

Check out #PanEcho, now in @jama.com ✅ open weights ✅ multiview multitask reporting ✅ international validation ✅ works with POCUS Amazing effort @cardslab.bsky.social @giholste.bsky.social @rohankhera.bsky.social + @atlaswang.bsky.social, Márton Tokodi & Attila Kovács #CardioSky #EchoSky

JAMA@jama.com · last yr.

An #AI system that automatically interprets echocardiograms maintained high accuracy across geography and time from complete and limited studies. https://ja.ma/4jYWBgI

When A.I. can interpret an echocardiogram. (one of the most complex medical images) jamanetwork.com/journals/jam...

Complete AI-Enabled Echocardiography Interpretation With Multitask Deep Learning

This study evaluates the accuracy of an artificial intelligence (AI) system on a comprehensive set of 39 echocardiographic labels and measurements on transthoracic echocardiography.

jamanetwork.com

🛟 That last-ditch chemo trial your family member was hoping to be in 🥙 The investigation of a food-borne illness outbreak in the next town over 🧠The study looking for preventable causes of Alzheimer’s 🧪The assurance that TAXPAYER-PAID-FOR studies & data collection see the light of day

The work is a collaboration between our growing global Precardia network - a network of federated science in AI. Watch this space for more: precardia.org Tagging those on here: @ekoikonomou.bsky.social @aline-pedroso.bsky.social

Happy New Year from my friends & work family at @cardslab.bsky.social Grateful for 2024, where we grew our group & strengthened our culture & community around advancing science while having fun 😊 Hoping to build on this foundation in 2025!

Our #EHJ editorial on the work by Mayourian et al using #AI ECG to predict 5y outcomes in congenital heart disease is out. We explore the potential, challenges, and future steps for AI in understudied populations. tinyurl.com/y8sk7t6j @cardslab.bsky.social @rohankhera.bsky.social #CardioSky

Expanding artificial intelligence to understudied populations: congenital heart disease as the next frontier

This editorial refers to ‘Electrocardiogram-based deep learning to predict mortality in pediatric and adult congenital heart disease’, by J. Mayourian et a

academic.oup.com

Waiting for ESC/ ESC journals …

a black and white photo of a little boy sitting at a desk with the words `` still waiting '' written above him .

ALT: a black and white photo of a little boy sitting at a desk with the words `` still waiting '' written above him .

media.tenor.com

Preprint: www.medrxiv.org/content/10.1... Code: github.com/CarDS-Yale/P...

GitHub - CarDS-Yale/PanEcho: "PanEcho: Complete AI-enabled echocardiography interpretation with multi-task deep learning" by Gregory Holste, Evangelos K. Oikonomou, Zhangyang Wang, & Rohan Khera

"PanEcho: Complete AI-enabled echocardiography interpretation with multi-task deep learning" by Gregory Holste, Evangelos K. Oikonomou, Zhangyang Wang, & Rohan Khera - CarDS-Yale/PanEcho

github.com

Presented at #AHA24 Late Breaking session, we are pleased to announce #PanEcho - Complete AI-enabled echocardiography interpretation with multi-task deep learning. Led by @giholste.bsky.social & @ekoikonomou.bsky.social @cardslab.bsky.social Preprint, code, and model: cards-lab.org/panecho

What does the circulating proteome teach us about common heart diseases? Thrilled to share our analysis identifying new biomarkers, drug targets, and prediction models for these conditions. Mentored (supremely) by @mchonig.bsky.social and @pnatarajanmd.bsky.social nature.com/articles/s44... (1/x)

Obesogenic memory marked by epigenetic changes may contribute to challenges in sustained weight management www.nature.com/articles/s41... @natureportfolio.bsky.social

Adipose tissue retains an epigenetic memory of obesity after weight loss - Nature

Stable epigenetic changes indicate the existence of an obesogenic memory in mouse adipocytes that primes cells for pathological responses in an obesogenic environment and potentially contributes to th...

nature.com