Search Results - "NARAYAN, Sanjiv M"
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Deep learning for cardiovascular medicine: a practical primer
Published in European heart journal (01-07-2019)“…Deep learning (DL) is a branch of machine learning (ML) showing increasing promise in medicine, to assist in data classification, novel disease phenotyping and…”
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Clinical Mapping Approach To Diagnose Electrical Rotors and Focal Impulse Sources for Human Atrial Fibrillation
Published in Journal of cardiovascular electrophysiology (01-05-2012)“…Computational Mapping of Rotors and Focal Impulses in Human AF. Introduction: The perpetuating mechanisms for human atrial fibrillation (AF) remain undefined…”
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CrossTalk proposal: Rotors have been demonstrated to drive human atrial fibrillation
Published in The Journal of physiology (01-08-2014)Get full text
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Artificial Intelligence and Machine Learning in Arrhythmias and Cardiac Electrophysiology
Published in Circulation. Arrhythmia and electrophysiology (01-08-2020)“…Artificial intelligence (AI) and machine learning (ML) in medicine are currently areas of intense exploration, showing potential to automate human tasks and…”
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Repolarization Alternans Reveals Vulnerability to Human Atrial Fibrillation
Published in Circulation (New York, N.Y.) (28-06-2011)“…The substrates for human atrial fibrillation (AF) are poorly understood, but involve abnormal repolarization (action potential duration [APD]). We hypothesized…”
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Cardiac and Metabolic Effects of Anabolic-Androgenic Steroid Abuse on Lipids, Blood Pressure, Left Ventricular Dimensions, and Rhythm
Published in The American journal of cardiology (15-09-2010)“…Recent surveys and reports suggest that many athletes and bodybuilders abuse anabolic-androgenic steroids (AAS). However, scientific data on the cardiac and…”
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Predicting Atrial Fibrillation Recurrence by Combining Population Data and Virtual Cohorts of Patient-Specific Left Atrial Models
Published in Circulation. Arrhythmia and electrophysiology (01-02-2022)“…Current ablation therapy for atrial fibrillation is suboptimal, and long-term response is challenging to predict. Clinical trials identify bedside properties…”
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Theoretical considerations for mapping activation in human cardiac fibrillation
Published in Chaos (Woodbury, N.Y.) (01-06-2013)“…Defining mechanisms for cardiac fibrillation is challenging because, in contrast to other arrhythmias, fibrillation exhibits complex non-repeatability in…”
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Computational mapping identifies localized mechanisms for ablation of atrial fibrillation
Published in PloS one (26-09-2012)“…Atrial fibrillation (AF) is the most common heart rhythm disorder in the Western world and a common cause of hospitalization and death. Pharmacologic and…”
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Machine Learned Cellular Phenotypes in Cardiomyopathy Predict Sudden Death
Published in Circulation research (22-01-2021)“…Susceptibility to VT/VF (ventricular tachycardia/fibrillation) is difficult to predict in patients with ischemic cardiomyopathy either by clinical tools or by…”
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Predicting acute termination and non-termination during ablation of human atrial fibrillation using quantitative indices
Published in Frontiers in physiology (22-11-2022)“…Termination of atrial fibrillation (AF), the most common arrhythmia in the United States, during catheter ablation is an attractive procedural endpoint, which…”
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Initial Independent Outcomes from Focal Impulse and Rotor Modulation Ablation for Atrial Fibrillation: Multicenter FIRM Registry
Published in Journal of cardiovascular electrophysiology (01-09-2014)“…Multicenter FIRM Registry for AF Introduction The success of pulmonary vein isolation (PVI) for atrial fibrillation (AF) may be improved if stable AF sources…”
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Rotor Stability Separates Sustained Ventricular Fibrillation From Self-Terminating Episodes in Humans
Published in Journal of the American College of Cardiology (24-06-2014)“…Objectives This study mapped human ventricular fibrillation (VF) to define mechanistic differences between episodes requiring defibrillation versus those that…”
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Classifying fractionated electrograms in human atrial fibrillation using monophasic action potentials and activation mapping: Evidence for localized drivers, rate acceleration, and nonlocal signal etiologies
Published in Heart rhythm (01-02-2011)“…Background Complex fractionated electrograms (CFAEs) detected during substrate mapping for atrial fibrillation (AF) reflect etiologies that are difficult to…”
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Comparison of Detailed and Simplified Models of Human Atrial Myocytes to Recapitulate Patient Specific Properties
Published in PLoS computational biology (01-08-2016)“…Computer studies are often used to study mechanisms of cardiac arrhythmias, including atrial fibrillation (AF). A crucial component in these studies is the…”
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Three dimensional reconstruction to visualize atrial fibrillation activation patterns on curved atrial geometry
Published in PloS one (09-04-2021)“…The rotational activation created by spiral waves may be a mechanism for atrial fibrillation (AF), yet it is unclear how activation patterns obtained from…”
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Secular trends in success rate of catheter ablation for atrial fibrillation: The SMASH-AF cohort
Published in The American heart journal (01-02-2019)“…Approaches, tools, and technologies for atrial fibrillation (AF) ablation have evolved significantly since its inception. We sought to characterize secular…”
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Localized reentry within the left atrial appendage: arrhythmogenic role in patients undergoing ablation of persistent atrial fibrillation
Published in Heart rhythm (01-12-2011)“…Background Left atrial appendage (LAA) is implicated in maintenance of atrial fibrillation (AF) and atrial tachycardia (AT) associated with persistent AF…”
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Editorial: Electrical and Structural Remodelling in Atrial Fibrillation: Phenotyping for Personalized Therapy
Published in Frontiers in physiology (27-05-2021)Get full text
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