Explainable AI machine learning framework for chronic kidney disease prediction utilizing electronic health records

Abstract Background Chronic Kidney Disease (CKD) is one of the significant health issues in the world which is usually unnoticeable and afterwards causes greater morbidity and mortality. Timely intervention is important in early diagnosis that will enhance patient outcomes. Methods This study propos...

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Principais autores:	Muhammad Rizwan, Rashid Naseem, Muhammad Ahmad Khan, Arshad Ahmad, Muhammad Fozan, Nazeer Muhammad
Formato:	Artigo
Idioma:	Inglês
Publicado em:	BMC 2026-07-01
coleção:	BMC Medical Informatics and Decision Making
Assuntos:	Chronic kidney disease Machine learning EXplainable artificial intelligence Electronic health records Random forest
Acesso em linha:	https://doi.org/10.1186/s12911-026-03602-1
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