MACE Lab

Struggling a bit (like me) with the #ACC26 app? We'll make it easy for you - check out our @MACE_Lab_AI ACC content below! @DrCardioCon @alalusim_md @ShinoKany @MGHHeartHealth @broadinstitute @broad_ml4h @patrick_ellinor

Your patient develops transient #afib in the setting of physiologic stress ("stressor-associated AF"). Do they "really" have AF? Will it come back? How to treat? NEW analysis @JAHA_AHA led by 🌟 fellow @MGHHeartHealth @JHaimovichMD shows ECG-based #AI is here to help! Thread ⬇️

Re: exercise, does it matter for CV risk if you're a "morning person"? Or if you run in the evening after work? Or you're a midday gym rat? New study @ESC_Journals #EJPC led by ⭐ #EPeeps fellow @AjufoEzim says NO - just go out there and do it! @MGHHeartHealth @broadinstitute

Great work in @JACCJournals #JACCEP led by 🌟 @MACE_Lab_AI post-doc Keisuke Usuda on ECG-AI to stratify risk of #afib recurrence after DCCV of a first-time episode ECG-AI may prioritize post-DCCV pts for monitoring or upfront rhythm control @broad_institute @MGHHeartHealth

Can ECG-based AI predict future heart failure? NEW in @CircHF, we introduce ECG2HF: an ECG-AI model to predict 10-year HF, validated in 3 datasets Led w @lucidtronix, Shino Kany, @JenHoCardiology, @patrick_ellinor, @broad_ml4h, @broad_institute, @MGHHeartHealth, @MACE_Lab_AI

Individuals w clonal hematopoiesis of indeterminate potential have nl labs, incl CBC, & are thus hard to identify beyond age. Innovative work from @shaan_khurshid @lucidtronix shows how routine ECGs can help prioritize those high yield for CHIP testing sciencedirect.com/science/articl… @JACCJournals #JACCAdvances

NEW in @JACCJournals #JACCBTS, ECG-based AI age associates with CHIP beyond chronological age - ECG-AI may possess value in prioritizing individuals for CHIP screening/detection. Co-led w/ @lucidtronix @MACE_Lab_AI @broadinstitute @MGHHeartHealth @patrick_ellinor @mchonig

Honored to present our work using ECG-AI to predict adjudicated cardiac arrest as featured science #AHA25 @MGHHeartHealth @MGBResearchNews @broadinstitute @broad_ml4h

Moderate to vigorous physical activity in guideline-recommended ranges was associated with lower risk of adverse cardiovascular outcomes and did not increase arrhythmia risk or pathologic cardiac remodeling in G+P− carriers. #AHA25 @AHAScience ja.ma/4qTPfA4

Pleased to share our work on the clinical (CV / CMP / VA) and subclinical associations of #wearable-measured physical activity in the growing gene-positive, phenotype-negative CMP variant carrier population presented at #AHA25 @MGBResearchNews @broadinstitute @JAMACardio

#AHA25: VITAL-AF trial: Stressor-associated atrial fibrillation (AF) carries similar risks of stroke, bleeding, and death as primary AF ; yet patients are less likely to receive oral anticoa... ahajrnls.org/4nJRQJQ @JHaimovichMD @shaan_khurshid @MGHHeartHealth @MGBResearchNews

Huge congrats to @JHaimovichMD on a fantastic Samuel Levine YIA presentation #AHA25 and simulpub @CircAHA ! Stressor associated #afib is common, highly morbid, and we need data to guide better management @MGHHeartHealth @MGBResearchNews @MACE_Lab_AI

Attending #AHA2025 @AHAScience in NOLA? Be sure to check out our lineup from @MACE_Lab_AI, featuring 6 abstracts including 2 late-breaking science sessions, 2 early career finalist presentations, & 2 MDPs! @MGHHeartHealth @MGBResearchNews @broadinstitute @broad_ml4h

Direct-current cardioversion (DCCV) for #afib is rising ⬆️⬆️ & ablation commonly follows Trends over decades in @hrs_journal led by ⭐ postdoc @Keisuk_Usuda ➡️ growing preference for rhythm control & need to scale access @patrick_ellinor @broadinstitute @MGHHeartHealth #EPeeps

Your patient develops #afib during acute illness or surgery. #afib goes away when stressor is gone. Will #afib come back? How to treat? Prevent? Answers and more in our new @JACCJournals state-of-the-art review on stressor-associated AF led by @JHaimovichMD & @ShinoKany ⬇️

Excited to share that @MACE_Lab_AI & colleagues will present 2 late-breaking science sessions at #AHA25 @AHAScience on novel applications of #AI #ECG ➡️ stroke + cardiac arrest! @broad_ml4h @Nchatterjeemd @CDAndersonMD @patrick_ellinor @MGHHeartHealth @broadinstitute @broad_ml4h

Can you use Affera/Sphere-9 to map and ablate L-sided #AP #AVRT encountered during #afib ablation? Yes! Excited to share our new case report @HRS_CaseReports, led by ⭐ #EPeeps fellow @Ayeshaashaik ➡️ bit.ly/3JBudoN @MGHHeartHealth @kevin_heist @MoussaMansour10 #EPeeps

Attending #ESC2025 @escardio ? Be sure to check out the latest work out of @MACE_Lab_AI ! @ShinoKany @JHaimovichMD @Keisuk_Usuda @broadinstitute @broad_ml4h