Greg Holste
94 posts
Greg Holste
@giholste
PhD Student @UTAustin @VITAGroupUT | @NSF Graduate Research Fellow Building deep learning methods to interpret medical images
Austin, TX Bergabung Mart 2020
253 Mengikuti155 Pengikut
Nice to finally share this update. Grateful to all the colleagues who’ve made the past five years at @YaleMed both meaningful and fun, and to everyone in @cards_lab for the work we get to do together.
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Paper: jamanetwork.com/journals/jama/…
Code+Model: github.com/CarDS-Yale/Pan…
Explainer thread: x.com/rohan_khera/st…
Thanks to @JAMA_current @JAMAplusAI and collaborators @kovatti87 @tokmarton!
Rohan Khera@rohan_khera
Excited that #PanEcho is now published in @JAMA_current Kudos to @giholste @ekoikonomou for leading this incredible effort! Now also validated on ED POCUS studies + RVNet+ (Thx Attila Kovacs & Marton Tokodi for joining us) See 🧵 below for details! jamanetwork.com/journals/jama/… #OpenSource #AI
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Awesome to see PanEcho highlighted in a special podcast episode from @JAMA_current!
"This is the sort of thing that if 10 or 15 years ago you said we'd be able to do it, I suspect there would have been a lot of skepticism."
@rohan_khera @ekoikonomou @cards_lab @VITAGroupUT
JAMA@JAMA_current
Will 2026 be the year of real-world evidence that #AI can actually improve patient care? @JAMAplusAI EIC Roy Perlis, MD, MSc, and Associate Editor Yulin Hswen, ScD, MPH, discuss in this special episode marking 1 year since the launch of JAMA+ AI: ja.ma/4pStFv8
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Greg Holste me-retweet
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
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Thanks for highlighting our work @DeryaTR_!
#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
Derya Unutmaz, MD@DeryaTR_
Important advance in medical video imaging interpretation through AI: Echocardiography is a cornerstone of cardiovascular care, but relies on expert interpretation and manual reporting from a series of videos. An AI system, called PanEcho, has been proposed to automate echocardiogram interpretation with multitask deep learning. This AI system can, potentially accelerate workflows and enable rapid cardiovascular health screening in point-of-care settings with limited access to trained experts.
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Greg Holste me-retweet
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/…
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@kovatti87 @JAMA_current @rohan_khera @ekoikonomou @tokmarton Pleasure working with you both @kovatti87 @tokmarton !
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Proud to have contributed to the validation of the milestone #PanEcho AI system, now published in @JAMA_current!
jamanetwork.com/journals/jama/…
Congrats @rohan_khera @ekoikonomou @giholste and the entire Team! @tokmarton
Rohan Khera@rohan_khera
Excited that #PanEcho is now published in @JAMA_current Kudos to @giholste @ekoikonomou for leading this incredible effort! Now also validated on ED POCUS studies + RVNet+ (Thx Attila Kovacs & Marton Tokodi for joining us) See 🧵 below for details! jamanetwork.com/journals/jama/… #OpenSource #AI
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@RyanSullyvan @UofMaryland @johnpdickerson @MingCLinCS @furongh @PeterStone_TX @jeffclune @UBC Woooo congrats Ryan!!
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A few months ago, I successfully defended my PhD thesis at @UofMaryland! Huge thanks to my advisor @johnpdickerson and committee members @MingCLinCS, @furongh, and @PeterStone_TX.
Next up: I’m excited to join @jeffclune’s lab as a postdoc at @UBC to work on open-endedness!
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Greg Holste me-retweet
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
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Greg Holste me-retweet
@RobertAvramMD @rohan_khera @JAMA_current @giholste @ekoikonomou jamanetwork.com/journals/jama/…
JAMA X account posted the non-login-required link
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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/Pan…
Eric Topol@EricTopol
When A.I. can interpret an echocardiogram. (one of the most complex medical images) jamanetwork.com/journals/jama/…
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Greg Holste me-retweet
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-medic…
@rohan_khera @ekoikonomou @giholste
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Greg Holste me-retweet
An #AI system that automatically interprets echocardiograms maintained high accuracy across geography and time from complete and limited studies.
@rohan_khera
ja.ma/45zhTye
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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
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Greg Holste me-retweet
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-medic…
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Greg Holste me-retweet
(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
🧵⬇️
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Greg Holste me-retweet
NEW Research: #AI-guided detection of under-recognised cardiomyopathies on point-of-care cardiac ultrasonography. @ekoikonomou @rohan_khera
Read it here: buff.ly/3PZhhZH
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Greg Holste me-retweet
New AI program delivers rapid, accurate echo video assessments @cards_lab @YaleMed #cardiology #AI #imaging ow.ly/4EfO50UqOfI
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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
Rohan Khera@rohan_khera
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
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