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Greg Holste

@giholste

Assistant Professor @ Weill Cornell Medicine
Building AI systems to interpret complex biomedical data
New York, NY gholste.me Joined March 2020
253 Following 217 Followers 105 Posts

Latest posts 5

Greg Holste @giholste
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 Verified account @JAMA_current Oct 9, 2025
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 @giholste
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
github.com GitHub - CarDS-Yale/PanEcho: [JAMA] "Complete AI-Enabled Echocardiography Interpretation with... [JAMA] "Complete AI-Enabled Echocardiography Interpretation with Multitask Deep Learning" by Gregory Holste, Evangelos K. Oikonomou, Márton Tokodi, Attila Kovács, Zhangyang Wang, ...
Derya Unutmaz, MD Verified account @DeryaTR_ Jun 30, 2025
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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