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researcher

J. Marine

3 papers hereh-index 5615k citations263 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author3

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.LG2
  • q-bio.TO1

identity via Semantic Scholar / OpenAlex

most citedIdentifying Ventricular Arrhythmias and Their Predictors by Applying Machine Learning Methods to Electronic Health Records in Patients With Hypertrophic Cardiomyopathy(HCM-VAr-Risk Model)

75 citations · 96 across the 2 of their papers we have counts for

collaborators

3 papers

cs.LG2021★ 75 cited

Identifying Ventricular Arrhythmias and Their Predictors by Applying Machine Learning Methods to Electronic Health Records in Patients With Hypertrophic Cardiomyopathy(HCM-VAr-Risk Model)

Moumita Bhattacharya, Dai-Yin Lu, Shibani M Kudchadkar +10

Clinical risk stratification for sudden cardiac death (SCD) in hypertrophic cardiomyopathy (HC) employs rules derived from American College of Cardiology Foundation/American Heart…

cs.LG2021★ 21 cited

Machine Learning Methods for Identifying Atrial Fibrillation Cases and Their Predictors in Patients With Hypertrophic Cardiomyopathy: The HCM-AF-Risk Model

Moumita Bhattacharya, Dai-Yin Lu, Ioannis Ventoulis +9

Hypertrophic cardiomyopathy (HCM) patients have a high incidence of atrial fibrillation (AF) and increased stroke risk, even with low risk of congestive heart failure, hypertension…

q-bio.TO2018

Is Human Atrial Fibrillation Stochastic or Deterministic?

Konstantinos N. Aronis, Ronald D. Berger, Hugh Calkins +6

Atrial fibrillation (AF) is the most common cardiac arrhythmia in human beings, and is associated with significant morbidity and mortality. The current standard of care includes in…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.