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… #ML #AI #medicine #healthcare

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

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/jam…

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 @giholste @utexasece #AI #echocardiography hubs.li/Q03tpfN70

jamanetwork.com/journals/jam… JAMA X account posted the non-login-required link

Thank you @EricTopol for highlighting our work! What an honor. This is the product of deep interdisciplinary collaboration between engineers & clinicians. Grateful to teammates & mentors @ekoikonomou @rohan_khera Model is open-source for researchers! github.com/CarDS-Yale/PanEch…

A new study in @JAMA_current 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-m… @rohan_khera @ekoikonomou @giholste

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

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 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 @ekoikonomou and @rohan_khera. @YaleCardiology @cards_lab medicine.yale.edu/internal-m…

(1/n) Can #AI-enhanced #POCUS detect under-diagnosed cardiomyopathies? In @LancetDigitalH, 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 🧵⬇️

NEW Research: #AI-guided detection of under-recognised cardiomyopathies on point-of-care cardiac ultrasonography. @ekoikonomou @rohan_khera Read it here: buff.ly/3PZhhZH

New AI program delivers rapid, accurate echo video assessments @cards_lab @YaleMed #cardiology #AI #imaging ow.ly/4EfO50UqOfI

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/PanEch… for details reach out with Qs

I'm not supposed to pick favorites, but it's been an absolute blast working with @ekoikonomou @rohan_khera (@cards_lab x @VITAGroupUT collab once again!) This is an exciting time for #AI in #echofirst, much more to come...

Thrilled to share PanEcho, a major step in AI-driven echocardiography, led by our very own @giholste , alongside our excellent collabroators in Yale @cards_lab ! PanEcho automates 39 tasks —measurement, quantification, and classification - using 1.1M Echo videos and a transformer-based model. It excels on full TTEs, handheld protocols, and even unseen datasets (EchoNet-LVH, EchoNet-Dynamic), achieving state-of-the-art results. The work first appeared as #AHA2024 Late Breaking presentation and now the full preprint is online: medrxiv.org/content/10.1101/… Proud of @giholste and the team for setting a new benchmark in echocardiography AI!

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 @giholste & @ekoikonomou @cards_lab Preprint, code, model here: cards-lab.org/panecho

“Echocardiography is the ideal place to use AI,” comments @David_Ouyang. 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-cha…