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

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

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...

Vibe coded a new personal website: www.gholste.me Do I know how Next.js works? Not in the slightest. Am I using it in my website? Apparently! Have to say I'm very impressed with @v0.dev, saved me hours and hours

Gregory Holste

Ph.D. Candidate, The University of Texas at Austin

gholste.me

Working on #AI for #echofirst? Use PanEcho! Why PanEcho? The model is trained on >1M echos from all views on 39 diverse tasks, meaning... - PanEcho is a powerful transfer learner - It takes *one line* of Python code See github.com/CarDS-Yale/P... for details + reach out with Qs

Rohan Khera@rohankhera.bsky.social · 2y ago

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

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