
Constantine Tarabanis, MD
@drcardiocon
Future chief resident @NYULangone. AI-ECG research 🫀 MD @HarvardMed, BA @Harvard. Opinions my own.
ID: 1588294756219625473
https://pubmed.ncbi.nlm.nih.gov/?term=Constantine+tarabanis&sort=pubdate 03-11-2022 22:19:18
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#NEW: Nature Medicine publishes the groundbreaking Mayo Clinic CV study that adapted a 12-lead AI-ECG algorithm to test the feasibility of using a one-lead #AppleWatch ECG to detect low ejection fraction. Read more about the study here: nature.com/articles/s4159…

Development of an AI-Driven QT Correction Algorithm for Patients in Atrial Fibrillation sciencedirect.com/science/articl… #EPeeps in this work we publish today in JACC Journals we attempt to solve a tough clinical problem: Determining the QTc in #AFib Short 🧵

Sharing varcard.io engine for #AI generated variant classification🎉 We fuse open datasets to provide a clinical-friendly, searchable engine based on the Google DeepMind #AlfaFold protein structure predictions. Please use, enjoy and share! NYU Langone Health #Genetics



#AI for rare arrhythmia disorders. Inspired by the work of Yann LeCun on Self-Supervised Learning, we adapted VICReg, an Energy Based Model to learn deep #EKG representations. Pre-training with SSL is a promising strategy for rare disease detection. NYU Langone Health New York University 👇


🚨Stunning!🚨 REVERSAL in the decline of heart failure ☠️ in the US 1999-2021 1999-2005 ⬇️ ☠️ 2005-2012 ⬇️ ☠️ 2012-2019 ⬆️ ☠️ 2019-2021 ⬆️⬆️☠️ Age-adjusted HF related ☠️ rates higher in 2021 vs 1999! WT😱🆘 jamanetwork.com/journals/jamac… JAMA Cardiology Marat Fudim, MD MHS


Be skeptical of the findings in single-centre RCTs of critically ill patients published in high-impact journals claiming a mortality benefit. Only 1 out of 16 RCTs were replicated in a multi-centred RCT. ccforum.biomedcentral.com/articles/10.11… Justin Morgenstern #hello I'm Dr Kirsty 🏳️🌈 John Mandrola, MD Adam Cifu



Excited to share our #echofirst foundation model is now published in Nature Medicine! Trained on 1M Cedars-Sinai A4C echo-report pairs, EchoCLIP has strong performance on wide range of cardiac diagnostic benchmarks, including LVEF in Stanford Medicine videos (MAE 7.1%).



Prospective RCT of AI-Enhanced ECG for STEMI Activation NEJM AI ai.nejm.org/doi/full/10.10… Excellent trial building upon and complementing recent work in Nature Medicine nature.com/articles/s4159… Excellent editorial by Robert Avram and William Fearon ai.nejm.org/doi/full/10.10…



1/n We are excited to announce EchoPrime – the first echocardiography AI model capable of evaluating a full transthoracic echocardiogram study, identify the most relevant videos, and produce a comprehensive interpretation! Great work lead by Milos Vukadinovic, EchoPrime is the largest

A multimodal foundation model for medical images from 15 million image-text pairings ai.nejm.org/doi/full/10.10… NEJM AI open-source, open-access paper Hoifung Poon Microsoft Research


A randomized trial of tailored A.I.-guided ablation of atrial fibrillation vs standard-of-care, anatomical ablation demonstrated superiority of AI guidance nature.com/articles/s4159… Nature Medicine



New paper out today! TLDR: We use special self supervised learning architecture called VICReg, invented by Yann LeCun to solve the problem of insufficient labeled data We show that real prevalence of "rare" diseases may be much higher than perceived 😱 nature.com/articles/s4159…

Excited to share our new study! JAMA Psychiatry Sean P. Heffron MD, MS, MSc NYU CVD Prevention Yale Internal Medicine Yale IM Traditional Residency Program Meta-Analysis looking at Suicide and Self-harm events in patient with Obesity or Diabetes taking GLP1-RA Link: jamanetwork.com/journals/jamap…
