
Puneet Batra
@gpbatra
Machine Learning researcher, phyisicist, ex @FlagshipPioneer, founder of @broad_ml4h at the @broadinstitute.
ID: 1608854442
20-07-2013 19:24:33
709 Tweet
494 Followers
596 Following

Can deep learning derived echocardiogram measures predict cardiovascular outcomes? Our latest in JACC Journals Link 👉authors.elsevier.com/a/1i2TH2d9GHwZ… Co-led with Paolo Di Achille ML4H Broad Institute Mass General Heart Puneet Batra @steven_lubitz Jennifer Ho

🙏 Marton Tokodi, MD & Attila Kovács MD, PhD for this wonderful editorial - and for believing in the AI-force (and Star Wars acronyms!) 🤩 Emily Lau, MD, MPH @steven_lubitz Puneet Batra

We've launched Layer Health Layer Health, a new AI startup solving healthcare's information problem, with large language models. I'm CEO, working with an amazing team and backed by $4 million from Google Ventures GV General Catalyst & Inception Health layerhealth.com/announcements/…

Congratulations to Jennifer Ho & Robert W. Yeh who were recently elected to ASCI honor society of physician-scientists. New members will be inducted in April @ the AAP/ASCI/APSA joint meeting. bit.ly/3RzsccH



Chest x-rays, the most frequently performed imaging test in medicine, have rich embedded information that humans can't see. Here #AI detects 10-year cardiovascular risk as well as the traditional (ASCVD) score! acpjournals.org/doi/10.7326/M2… Karl Jakob Weiss Vineet Raghu @kparuchur


In our new JACC Journals #Advances analysis, we found that 20% of primary care patients Mass General Brigham had a conduction disorder at baseline and another 6% developed a new conduction disorder over 10 years! Mass General Heart #EPeeps #CardioTwitter 📷 Link: bit.ly/3R0bALI

Happy to share our latest work out now in Nature Medicine: Led by the incredibly talented Victor Nauffal, Marcus D. R. Klarqvist, our ML4H team Broad Institute used T1 images from the UK Biobank to assess fibrosis in multiple organs. nature.com/articles/s4159…

This coming Tuesday in SF, OpenAI , Streamkap , Braintrust, and Rill Data will be gathering with nearly 200 developers to discuss one of the fastest-growing databases in the world: ClickHouse. Fast data applications need fast databases, and data warehouses like

Predict short term atrial fibrillation #AFib from continuously worn Holter #ECGs. Consider these Convents looking at your electric heart. Always fun to brainstorm article titles with Shaan Khurshid ! cell.com/patterns/fullt…

Interesting work by Gavidia et al. to develop WARN, a method of detecting #afib episodes ~30min in advance using 24-hr Holter #ECG monitors, now in Patterns, a Cell Press journal Paper: cell.com/patterns/fullt… Need to identify ways to leverage early warnings... Sam Freesun Friedman and my thoughts ⬇️⬇️

Innovative new work led by dynamo Shino Kany to develop Predict-AF3, a score leveraging clinical factors (CHARGE-AF) + genetics (#PRS) + #ECG-based #AI to estimate #afib risk among in ~50k people in the independent UK Biobank cohort Broad Institute ML4H Mass General Heart

Is the spleen, a hematopoietic organ, involved in coronary artery disease❤️? Our new study, led by Meghana & co-supervised with Pradeep Natarajan, used deep learning to reveal non-invasive insights into spleen pathologies and their shared🧬basis with CAD. medrxiv.org/content/10.110…




Clinical, genetic & ECG-based #AI each contribute to the #afib risk puzzle Congrats Jabbour et al for imporant work in European Society of Cardiology Journals #EHJ raising key ?s ➡️ how do we best leverage #afib risk to guide screening? Rafik Tadros Robert Avram Our thoughts: bit.ly/48WTZMR

Just how many diseases can you identify with a good old 12-lead #ECG? NEW npj Digital Medicine, co-led w/ Sam Freesun Friedman, RVpacing & xwang, we use an autoencoder to map ECG to phenome, finding associations btwn ECG & >600 conditions Broad Institute ML4H Mass General Heart LINK⬇️



The intersection of artificial intelligence and fragrance: Alex Wiltschko of @Osmo_labs details the development of Olfactory Intelligence (OI) and its application through Generation by Osmo on Invest Like the Best with Patrick OShaughnessy . Listen here: buff.ly/AInaYoP


📖 Read more on our website [ desi.lbl.gov ] and in the Berkeley Lab press releases [ newscenter.lbl.gov/2025/03/19/des… ] [ newscenter.lbl.gov/2025/03/19/new… ] for a high-level overview of DR1 and BAO measurements from DR2.