ML4H @broad_ml4h
Machine Learning for Health (ML4H) is a collaborative team of ML, clinical, and genomic researchers from across the Broad Institute, MGB, Harvard, and MIT broadinstitute.org/ml4h Cambridge, MA Joined March 2021-
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ML4H retweeted
Attending #ESC2025 @escardio ? Be sure to check out the latest work out of @MACE_Lab_AI ! @ShinoKany @JHaimovichMD @Keisuk_Usuda @broadinstitute @broad_ml4h
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ML4H retweeted
NEW from our group @broadinstitute @MGHHeartHealth @patrick_ellinor led by @ShinoKany and @lucidtronix ECG2CAD: An AI model for detection of coronary artery disease using 12-lead ECGs @JACCJournals sciencedirect.com/science/articl…
ML4H retweeted
Is the ECG secretly a sphygmomanometer? We trained a neural net to predict hypertension from ECGs and found it associated with many cardiovascular outcomes.
ML4H retweeted
I am excited to share our latest study published @JACCJournals Adv. We found that meeting guideline-recommended physical activity (PA) levels—whether as a “weekend warrior” or via regular activity—is linked to lower visceral and pericardial fat. sciencedirect.com/science/articl…
ML4H retweeted
Just how many diseases can you identify with a good old 12-lead #ECG? NEW @npjDigitalMed, co-led w/ @lucidtronix, @RVpacing & @xwang, we use an autoencoder to map ECG to phenome, finding associations btwn ECG & >600 conditions @broadinstitute @broad_ml4h @MGHHeartHealth LINK⬇️
ML4H retweeted
🚨 New #ESCCardioTalk episode alert! 🚨 This week, Shinwan Kany & @shaan_khurshid explore another piece in the atrial fibrillation puzzle! 🧩💡 From clinical insights to genetic risk and AI-powered ECG analysis, this episode covers it all! Don’t miss out on the latest in heart…
Many congratulations to @patrick_ellinor! Excited for the future of cardiovascular care, research, and innovation under his visionary leadership!
Many congratulations to @patrick_ellinor! Excited for the future of cardiovascular care, research, and innovation under his visionary leadership!
ML4H retweeted
Delighted to welcome @WiroNiessen back to Boston and to a seminar hosted by @MahnazMaddah & broad_ml4h team. Looking forward to the collaborative opportunities between @broadinstitute, @MassGenBrigham & @umcg
ML4H retweeted
Can AI automate HF adjudication in global clinical trials? Our latest #AHA2024 SimPub @CircHF In the DELIVER trial, our AI model for HF hosp was -Accurate -Generated identical treatment estimate for dapa as human CEC -Extracts evidence of HF Paper: twtr.to/7qxb_
ML4H retweeted
Does combining clinical, genetic and ECG-based AI risk scores improve AF risk prediction? Check out our commentary on an interesting study by Jabbour et al. where we describe current key concepts and challenges! with @shaan_khurshid & @patrick_ellinor academic.oup.com/eurheartj/adva…
ML4H retweeted
Is registration of medical images helpful for deep learning Biological models? Yes! journals.sagepub.com/doi/10.1177/11…
ML4H retweeted
Can ECG #AI predict who will develop #afib after stroke (eg, to prioritize for ILR)? Yes! New in @CirculationEP our @broad_ml4h ECG #AI #afib risk model discriminates cardioembolic stroke (>> clinical factors) & stratifies risk of new #afib after stroke: bit.ly/3TT5jmz
ML4H retweeted
More good news on the weekend warrior benefits (previously viewed as potential harm) ahajournals.org/doi/10.1161/CI… @CircAHA Among ~90,000 @uk_biobank participants assessed for over 760 conditions with extended follow-up: "Associations appear similar whether physical activity follows a…
ML4H retweeted
Exercise is beneficial for health. But many people have to cram their activity into 1-2 days/week. Do they still get the benefit? To find out, we looked at associations of "weekend warrior” (WW) physical activity) and >600 diseases, now @CircAHA ! A 🧵 ahajournals.org/doi/10.1161/CI…
ML4H retweeted
Great presentation by @ShinoKany on using an AI model to detect CAD from the 12 lead ECG at #ESCCongress @aklfahed @broad_ml4h @MGHHeartHealth
ML4H retweeted
Does combining clinical, genetic & ECG-based #AI risk tools to predict incident atrial fibrillation lead to more bang for your buck? Find out in our new preprint where we developed the comprehensive Predict-AF3 model to estimate incident AF risk. A 🧵 medrxiv.org/content/10.110…
ML4H retweeted
Happy to share our latest work out now in @NatureMedicine: Led by the incredibly talented @nauffal_victor, @MarcusKlarqvist, our @broad_ml4h team @broadinstitute used T1 images from the @uk_biobank to assess fibrosis in multiple organs. nature.com/articles/s4159…
ML4H retweeted
In our new @JACCJournals #Advances analysis, we found that 20% of primary care patients @MassGenBrigham had a conduction disorder at baseline and another 6% developed a new conduction disorder over 10 years! @MGHHeartHealth #EPeeps #CardioTwitter 📷 Link: bit.ly/3R0bALI
ML4H retweeted
Does an automated interpretation of “Possible AF” on 1L ECG predict incident AF in patients without a diagnosis of AF in follow up? Our study out in @hrs_journal now! Huge thank you to @patrick_ellinor @shaan_khurshid @alalusim_md @steven_lubitz et al! #VITALAF
Does an automated interpretation of “Possible AF” on 1L ECG predict incident AF in patients without a diagnosis of AF in follow up? Our study out in @hrs_journal now! Huge thank you to @patrick_ellinor @shaan_khurshid @alalusim_md @steven_lubitz et al! #VITALAF
ML4H retweeted
We are proud to honor Dr. Emily Lau @emilyswlau with this year's Distinguished Young Scientist Award for her work centered on how biologic sex differences contribute to the pathogenesis of CVD in women. Congratulations Dr. Lau! 🎉 bit.ly/3U6IkoM #ACC24
Pradeep Natarajan @pnatarajanmd
25K Followers 806 Following Dir of Prev Cardiology @MassGeneralNews | Assoc Dir of Pers Med @MassGenBrigham | Assoc Prof @harvardmed | Assoc Mem @broadinstitute | Assoc Ed @JAMA_current
Krishna Aragam @KrishnaAragam
1K Followers 534 Following Preventive Cardiologist. Population Genetics Researcher. Boston sports and basketball enthusiast. @MGHHeartHealth @BroadInstitute
Jon Cunningham @JonWCunningham
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Michael Honigberg, MD... @mchonig
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Jennifer Ho @JenHoCardiology
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Patrick Ellinor @patrick_ellinor
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Eli Van Allen @VanAllenLab
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Ankeet S. Bhatt, MD, ... @ankeetbhatt
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Art Schuermans @artschuermans
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Emily Lau, MD, MPH @emilyswlau
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Buu Truong @buutrg
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Broad Institute @broadinstitute
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Anshul Kundaje (anshu... @anshulkundaje
27K Followers 3K Following Federally funded academic research is the innovation engine of the US economy. Reform is welcome. Destruction will have long term consequences.
J. Sawalla Guseh, M.D... @JSawallaGusehMD
4K Followers 925 Following Assistant Professor @HarvardMed. Director, Cardiovascular Performance Program @MGHHeartHealth. I study VO₂ max, athlete heart health, and human performance.
Michael Honigberg, MD... @mchonig
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Jennifer Ho @JenHoCardiology
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Cecilia Lindgren @ceclindgren
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