“Echocardiography is the ideal place to use AI,” comments David Ouyang, MD. At #AHA24, two new studies added further evidence in support of AI’s potential to transform the echocardiology landscape. For all the details on the study presentations: tctmd.com/news/ai-poised…

After 2 months of embargo for #AHA24 Late Breaking presentation, we are pleased to announce PanEcho - Complete AI-enabled echocardiography interpretation with multi-task deep learning Led by Greg Holste & Evangelos K. Oikonomou CarDS Lab Preprint, code, model here:

Thrilled to share PanEcho, a major step in AI-driven echocardiography, led by our very own Greg Holste , alongside our excellent collabroators in Yale CarDS Lab ! PanEcho automates 39 tasks —measurement, quantification, and classification - using 1.1M Echo videos and a

I'm not supposed to pick favorites, but it's been an absolute blast working with Evangelos K. Oikonomou Rohan Khera (CarDS Lab x VITA Group collab once again!) This is an exciting time for #AI in #echofirst, much more to come...

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/Pan… for details + reach out with Qs

New AI program delivers rapid, accurate echo video assessments CarDS Lab Yale School of Medicine #cardiology #AI #imaging ow.ly/4EfO50UqOfI

NEW Research: #AI-guided detection of under-recognised cardiomyopathies on point-of-care cardiac ultrasonography. Evangelos K. Oikonomou Rohan Khera Read it here: buff.ly/3PZhhZH

(1/n) Can #AI-enhanced #POCUS detect under-diagnosed cardiomyopathies? In The Lancet Digital Health, we report our findings using #AI to screen for ATTR-CM and HCM using >90k POCUS videos across the EDs of 2 health systems. Link: tinyurl.com/2un77mca CarDS Lab Rohan Khera 🧵⬇️

An experimental new screening test that pairs AI with portable cardiac ultrasounds could ensure more people receive care for two types of cardiomyopathy, a deadly heart condition. Learn more from Evangelos K. Oikonomou and Rohan Khera. Yale Cardiology CarDS Lab medicine.yale.edu/internal-medic…

Vibe coded a new personal website: 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, saved me hours and hours

An #AI system that automatically interprets echocardiograms maintained high accuracy across geography and time from complete and limited studies. Rohan Khera ja.ma/45zhTye

A new study in JAMA led by Yale researchers finds that an AI-enabled tool can interpret echocardiograms with a high degree of accuracy in just a few minutes: medicine.yale.edu/internal-medic… Rohan Khera Evangelos K. Oikonomou Greg Holste

Thank you Eric Topol for highlighting our work! What an honor. This is the product of deep interdisciplinary collaboration between engineers & clinicians. Grateful to teammates & mentors Evangelos K. Oikonomou Rohan Khera + Model is open-source for researchers! github.com/CarDS-Yale/Pan…

Robert Avram Rohan Khera JAMA Greg Holste Evangelos K. Oikonomou jamanetwork.com/journals/jama/… JAMA X account posted the non-login-required link

心エコー検査の汎用AIがJAMAから報告された。 心エコー検査には30-80程度の動画・静止画があるがこれらを読み込むとレポートを出力する。 何より素晴らしいと感じるのが、中身もさることながら、公開コードの豊富さだろう。 (続く） jamanetwork.com/journals/jama/…

AI Echo System Has Automated Screening Potential The #PanEcho deep-learning system offers AI-enabled echo interpretation and may accurately assess the structure and function of the heart Greg Holste Texas ECE #AI #echocardiography hubs.li/Q03tpfN70

Thanks for highlighting our work Derya Unutmaz, MD! #PanEcho is publicly available for research use as well: github.com/CarDS-Yale/Pan…. We hope this can accelerate research on AI for echocardiography and medical AI more broadly

This Monday Gregory Holste from The University of Texas at Austin will be joining us to talk about their work on AI-enabled echocardiography interpretation. Catch it at 1-2pm PT this Monday on Zoom! Subscribe to mailman.stanford.edu/mailman/listin… #ML #AI #medicine #healthcare