Greg Holste
@giholste.bsky.social
PhD Student at UT Austin | @NSF Graduate Research Fellow
Building deep learning methods to interpret medical images
https://www.gholste.me/
Building deep learning methods to interpret medical images
https://www.gholste.me/
Reposted by Greg Holste
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
✅ 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
An #AI system that automatically interprets echocardiograms maintained high accuracy across geography and time from complete and limited studies.
https://ja.ma/4jYWBgI
https://ja.ma/4jYWBgI
June 25, 2025 at 12:54 AM
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
✅ 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
Reposted by Greg Holste
An #AI system that automatically interprets echocardiograms maintained high accuracy across geography and time from complete and limited studies.
https://ja.ma/4jYWBgI
https://ja.ma/4jYWBgI
June 23, 2025 at 3:20 PM
An #AI system that automatically interprets echocardiograms maintained high accuracy across geography and time from complete and limited studies.
https://ja.ma/4jYWBgI
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...
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...
June 24, 2025 at 2:10 AM
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...
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...
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
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
www.gholste.me
May 22, 2025 at 7:19 PM
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
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
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
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
November 25, 2024 at 10:30 PM
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
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
Reposted by Greg Holste
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
Led by @giholste.bsky.social & @ekoikonomou.bsky.social
@cardslab.bsky.social
Preprint, code, and model: cards-lab.org/panecho
November 22, 2024 at 9:20 PM
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
Led by @giholste.bsky.social & @ekoikonomou.bsky.social
@cardslab.bsky.social
Preprint, code, and model: cards-lab.org/panecho