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Browsing Articles by Subject "Heart failure"

Browsing Articles by Subject "Heart failure"

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  • BOO-ST and CBCEC: Two Novel Hybrid Machine Learning Methods Aim To Reduce the Mortality of Heart Failure Patients 
    Sutradhar, Ananda; Al Rafi, Mustahsin; Shamrat, F M Javed Mehedi; Ghosh, Pronab; Das, Subrata; Islam, Md Anaytul; Ahmed, Kawsar; Zhou, Xujuan; Azad, A. K. M.; Alyami, Salem A.; Moni, Mohammad Ali (Springer Nature Limited, 2023-12-18)
    Heart failure (HF) is a leading cause of mortality worldwide. Machine learning (ML) approaches have shown potential as an early detection tool for improving patient outcomes. Enhancing the effectiveness and clinical ...
  • An Early Warning System of Heart Failure Mortality With Combined Machine Learning Methods 
    Sutradhar, Ananda; Al Rafi, Mustahsin; Alam, Mohammad Jahangir; Islam, Saiful (Institute of Advanced Engineering and Science (IAES), 2023-08-18)
    Heart failure (HF) is currently the leading cause of morbidity and mortality worldwide. Identifying the risk of mortality at the early s tages is crucial to reducing the mortality rate. However, the traditional ...
  • A Machine Learning Approach for Risk Factors Analysis and Survival Prediction of Heart Failure Patients 
    Ali, Md. Mamun; Al-Doori, Vian S.; Mirzah, Nubogh; Hemu, Asifa Afsari; Mahmud, Imran; Azam, Sami; Al-tabatabaie, Kusay Faisal; Ahmed, Kawsar; Bu, Francis M.; Moni, Mohammad Ali (Elsevier, 2023-04-18)
    In this study, we propose machine learning (ML) for risk factors analysis and survival prediction of Heart Failure (HF) patients using a survival dataset. Five supervised ML methods are applied to the dataset: Decision ...

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