Machine learning for subtype definition and risk prediction in heart failure, acute coronary syndromes and atrial fibrillation: systematic review of validity and clinical utility

BACKGROUND: Machine learning (ML) is increasingly used in research for subtype definition and risk prediction, particularly in cardiovascular diseases. No existing ML models are routinely used for cardiovascular disease management, and their phase of clinical utility is unknown, partly due to a lack...

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Detalhes bibliográficos
Publicado no:BMC Med
Main Authors: Banerjee, Amitava, Chen, Suliang, Fatemifar, Ghazaleh, Zeina, Mohamad, Lumbers, R. Thomas, Mielke, Johanna, Gill, Simrat, Kotecha, Dipak, Freitag, Daniel F., Denaxas, Spiros, Hemingway, Harry
Formato: Artigo
Idioma:Inglês
Publicado em: BioMed Central 2021
Assuntos:
Research Article
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC8022365/
https://ncbi.nlm.nih.gov/pubmed/33820530
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12916-021-01940-7
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