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Machine learning in cardiovascular medicine: are we there yet?

Authors

  • Khader Shameer Departments of Medical Informatics and Research Informatics, Northwell Health, Great Neck, New York, USA Institute for Next Generation Healthcare, Mount Sinai Health System, New York City, New York, USA Icahn Institute for Genomics and Multiscale Biology, Mount Sinai Health System, New York City, New York, USA Department of Genetics and Genomic Sciences, Mount Sinai Health System, New York City, New York, USA Icahn School of Medicine at Mount Sinai, Mount Sinai Health System, New York City, New York, USA Center for Research Informatics and Innovation, Northwell Health, New Hyde Park, NY, USA PubMed articlesGoogle scholar articles
  • Kipp W Johnson Institute for Next Generation Healthcare, Mount Sinai Health System, New York City, New York, USA Icahn Institute for Genomics and Multiscale Biology, Mount Sinai Health System, New York City, New York, USA Department of Genetics and Genomic Sciences, Mount Sinai Health System, New York City, New York, USA Icahn School of Medicine at Mount Sinai, Mount Sinai Health System, New York City, New York, USA PubMed articlesGoogle scholar articles
  • Benjamin S Glicksberg Institute for Next Generation Healthcare, Mount Sinai Health System, New York City, New York, USA Icahn Institute for Genomics and Multiscale Biology, Mount Sinai Health System, New York City, New York, USA Department of Genetics and Genomic Sciences, Mount Sinai Health System, New York City, New York, USA Icahn School of Medicine at Mount Sinai, Mount Sinai Health System, New York City, New York, USA Institute for Computational Health Sciences, University of California, San Francisco, San Francisco, California, USA PubMed articlesGoogle scholar articles
  • Joel T Dudley Institute for Next Generation Healthcare, Mount Sinai Health System, New York City, New York, USA Icahn Institute for Genomics and Multiscale Biology, Mount Sinai Health System, New York City, New York, USA Department of Genetics and Genomic Sciences, Mount Sinai Health System, New York City, New York, USA Icahn School of Medicine at Mount Sinai, Mount Sinai Health System, New York City, New York, USA PubMed articlesGoogle scholar articles
  • Partho P Sengupta Division of Cardiology, West Virginia Heart and Vascular Institute, Morgantown, West Virginia, USA PubMed articlesGoogle scholar articles
  1. Correspondence to Dr Partho P Sengupta, Heart & Vascular Institute, West Virginia University, Morgantown, WV 26506-8059, USA; Partho.sengupta{at}wvumedicine.org
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Citation

Shameer K, Johnson KW, Glicksberg BS, et al
Machine learning in cardiovascular medicine: are we there yet?
Heart 2018;104:1156-1164.

Publication history

  • Received July 10, 2017
  • Revised December 19, 2017
  • Accepted December 21, 2017
  • First published January 19, 2018.
Online issue publication 
January 18, 2021

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© Article author(s) (or their employer(s) unless otherwise stated in the text of the article) 2018. All rights reserved. No commercial use is permitted unless otherwise expressly granted.