Machine-Learning-Derived Model for the Stratification of Cardiovascular risk in Patients with Ischemic Stroke.

Journal: Journal of stroke and cerebrovascular diseases : the official journal of National Stroke Association
PMID: 34343838

Abstract

UNLABELLED: Background Stratification of cardiovascular risk in patients with ischemic stroke is important as it may inform management strategies. We aimed to develop a machine-learning-derived prognostic model for the prediction of cardiovascular risk in ischemic stroke patients.

Authors

  • George Ntaios
    Department of Internal Medicine, University of Thessaly, Greece. Electronic address: gntaios@med.uth.gr.
  • Dimitrios Sagris
    Department of Internal Medicine, University of Thessaly, Greece.
  • Athanasios Kallipolitis
    Department of Digital Systems, University of Piraeus, Greece.
  • Efstathia Karagkiozi
    Department of Internal Medicine, University of Thessaly, Greece.
  • Eleni Korompoki
    Department of Clinical Therapeutics, University of Athens, Greece.
  • Efstathios Manios
    Department of Clinical Therapeutics, School of Medicine, National and Kapodistrian University of Athens, Athens, Greece.
  • Vasileios Plagianakos
    Department of Computer Science and Biomedical Informatics, University of Thessaly, Greece.
  • Konstantinos Vemmos
    Department of Clinical Therapeutics, University of Athens, Greece.
  • Ilias Maglogiannis
    Department of Digital Systems, University of Piraeus, Greece.

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