Machine learning based readmission and mortality prediction in heart failure patients

Machine learning based readmission and mortality prediction in heart failure patients

Abstract This study intends to predict in-hospital and 6-month mortality, as well as 30-day and 90-day hospital readmission, using Machine Learning (ML) approach via conventional features. A total of 737 patients remained after applying the exclusion criteria to 1101 heart failure patients. Thirty-f...

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Bibliographic Details
Main Authors: Maziar Sabouri, Ahmad Bitarafan Rajabi, Ghasem Hajianfar, Omid Gharibi, Mobin Mohebi, Atlas Haddadi Avval, Nasim Naderi, Isaac Shiri
Format: Article
Language:English
Published: Nature Portfolio 2023-10-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-023-45925-3

Internet

https://doi.org/10.1038/s41598-023-45925-3

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