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
25.06.2025 00:54 — 👍 8 🔁 4 💬 1 📌 0
Figure 4. Task-Specific ViewRelevance
An #AI system that automatically interprets echocardiograms maintained high accuracy across geography and time from complete and limited studies.
https://ja.ma/4jYWBgI
23.06.2025 15:20 — 👍 9 🔁 4 💬 1 📌 2
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...
24.06.2025 02:10 — 👍 3 🔁 3 💬 0 📌 0
Gregory Holste
Ph.D. Candidate, The University of Texas at Austin
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
22.05.2025 19:19 — 👍 0 🔁 0 💬 0 📌 0
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
25.11.2024 22:30 — 👍 8 🔁 0 💬 0 📌 0
I appreciate the very kind words. I feel like I'm the lucky one!
25.11.2024 19:25 — 👍 2 🔁 0 💬 0 📌 0
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
22.11.2024 21:20 — 👍 26 🔁 10 💬 4 📌 3
Boeing Endowed Professor in the Allen School of Computer Science & Engineering at the University of Washington. Interested in AI/ML, computational biology, and AI in medicine. https://suinlee.cs.washington.edu/
Genomics, Machine Learning, Statistics, Big Data and Football (Soccer, GGMU)
Assistant Professor at Duke in Biomedical Engineering (@dukeubme.bsky.social) and Biostatistics & Bioinformatics. Research focus on digital biomarker development. All views are my own.
Assistant Professor at Stanford. Trustworthy, deployable ML/NLP for healthcare.
Health at Microsoft AI
Deputy Editor @ai.nejm.org
Hon Associate Professor @unibirmingham.bsky.social
Prev Apple, Prev ophthalmology doctor in the NHS
AI accountability, audits & eval. Keen on participation & practical outcomes. CS PhDing @UCBerkeley.
Machine Learning, Multimodal Agents, and Interpretability | @Stanford Postdoctoral Scholar | @unccs CS PhD | Hungry Optimist.
Check out my website at: https://akshayparuchuri.com/
Applied AI@rStream | CS+Robotics @utaustin.bsky.social
Multimodal understanding and generation research @Meta https://huggingface.co/spaces/facebook/MelodyFlow
Grad student at UT Austin | Robotics and AI
https://raraghavarora.github.io/
PhD @ucberkeleyofficial.bsky.social | Past: AI4Code Research Fellow @msftresearch.bsky.social | Summer @EPFL Scholar, CS and Applied Maths @IIITDelhi | Hobbyist Saxophonist
https://lakshyaaagrawal.github.io
Maintainer of https://aka.ms/multilspy
PhD student @ UT Austin | 3D vision | previously ACM Class 2018, SJTU | film lover | she/her
basketball analytics person
data science / optical @ NFL
phd student @ ut austin | scalable & efficient ai | stat ml • applied math • optimization
https://pedakb.github.io
Researcher in ML/NLP at the University of Edinburgh (faculty at Informatics and EdinburghNLP), Co-Founder/CTO at www.miniml.ai, ELLIS (@ELLIS.eu) Scholar, Generative AI Lab (GAIL, https://gail.ed.ac.uk/) Fellow -- www.neuralnoise.com, he/they
Bioinformatics Scientist / Next Generation Sequencing, Single Cell and Spatial Biology, Next Generation Proteomics, Liquid Biopsy, SynBio, AI/ML in biotech // http://albertvilella.substack.com
