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Development and validation of a machine learning-based prediction model for near-term in-hospital mortality among patients with COVID-19
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Authors

  • Prathamesh Parchure Institute for Healthcare Delivery Science, Icahn School of Medicine at Mount Sinai, New York, New York, USA PubMed articlesGoogle scholar articles
  • Himanshu Joshi Institute for Healthcare Delivery Science, Icahn School of Medicine at Mount Sinai, New York, New York, USA Department of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, New York, New York, USA PubMed articlesGoogle scholar articles
  • Kavita Dharmarajan Institute for Healthcare Delivery Science, Icahn School of Medicine at Mount Sinai, New York, New York, USA Department of Geriatrics and Palliative Care, Icahn School of Medicine at Mount Sinai, New York, New York, USA Department of Radiation Oncology, Icahn School of Medicine at Mount Sinai, New York, New York, USA PubMed articlesGoogle scholar articles
  • Robert Freeman Institute for Healthcare Delivery Science, Icahn School of Medicine at Mount Sinai, New York, New York, USA Hospital Administration, Icahn School of Medicine at Mount Sinai, New York, New York, USA PubMed articlesGoogle scholar articles
  • David L Reich Hospital Administration, Icahn School of Medicine at Mount Sinai, New York, New York, USA Department of Anesthesiology, Icahn School of Medicine at Mount Sinai, New York, New York, USA PubMed articlesGoogle scholar articles
  • Madhu Mazumdar Institute for Healthcare Delivery Science, Icahn School of Medicine at Mount Sinai, New York, New York, USA Department of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, New York, New York, USA PubMed articlesGoogle scholar articles
  • Prem Timsina Institute for Healthcare Delivery Science, Icahn School of Medicine at Mount Sinai, New York, New York, USA PubMed articlesGoogle scholar articles
  • Arash Kia Institute for Healthcare Delivery Science, Icahn School of Medicine at Mount Sinai, New York, New York, USA PubMed articlesGoogle scholar articles
  1. Correspondence to Dr Madhu Mazumdar; madhu.mazumdar{at}mountsinai.org
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Citation

Parchure P, Joshi H, Dharmarajan K, et al
Development and validation of a machine learning-based prediction model for near-term in-hospital mortality among patients with COVID-19

Publication history

  • Received July 28, 2020
  • Revision received August 9, 2020
  • Accepted August 18, 2020
  • First published September 22, 2020.
Online issue publication 
August 05, 2022

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