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Want to apply cutting-edge #deeplearning methods to enormous amounts of #clinical real-world data? We're #hiring a Machine Learning Engineer/Scientist to join ML4H and work in close collaboration with world-class clinical researchers! Apply here: broadinstitute.wd1.myworkdayjobs.com/en-US/broad_in…

#ACC23 YIA / JACC Journals #JACCHF SimPub Problem: ICD codes defining clinical events in EHR / biobanks can be inaccurate We trained/validated a natural language processing model to adjudicate HF hospitalization from d/c summary text jacc.org/doi/10.1016/j.… 🧵

New in Nature Communications ! Our GWAS of #CMR based LV mass quantified using #AI segmentation (ML4H) in >50k UK Biobank participants. 12 loci for indexed LVM, inc genes implicated in cardiomyopathy, contractility, and neurohormonal regulation. Paper: go.nature.com/3yUSmOl

Awesome opportunity to present on clinical perspectives on the implementation of ECG-AI at #ISCE2023, in front of an amazing mix of engineers, clinicians, and ECG enthusiasts. Thank you Int'l Society for Computerized Electrocardiology! Broad Institute ML4H Mass General Heart MassGeneral News

Can we use artificial intelligence (#AI) to predict atrial fibrillation (#afib)? Our NEW review in #CurrentCardiologyReports summarizes recent advancements and our predictions about how AI may shape the future of AF screening. Paper -> rdcu.be/c8TIp Mass General Heart

Deep ECG -> VO2 wins best poster at #ISCE2023 Int'l Society for Computerized Electrocardiology! Honored to be recognized at a great conference at forefront of contemporary #ECG science congrats Tim Churchill, MD Paolo Di Achille Meagan Murphy Wasfy @steven_lubitz J. Sawalla Guseh, M.D. et al Broad Institute ML4H Mass General Heart

Great video summary!

Natural language processing applied to discharge summary text improves adjudication of #HeartFailure hospitalization. Accurate & scalable tech to improve real-world evidence. bit.ly/3Ykp9YT #JACCHF #CardioTwitter Jon Cunningham Pulkit Singh Jennifer Ho Emily Lau, MD, MPH

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

Natural language processing accurately adjudicates HF hospitalizations in a multi-center trial #AHA23 Levine Young Investigator SimPub in JAMA Cardiology ja.ma/47azKtk Thanks to a great team! Jennifer Ho scottdavidsolomon Patrick Ellinor Pulkit Singh @steven_lubitz