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...

Fuld beskrivelse

Bibliografiske detaljer

Principais autores:	Muhammad Rizwan, Rashid Naseem, Muhammad Ahmad Khan, Arshad Ahmad, Muhammad Fozan, Nazeer Muhammad
Format:	Artigo
Sprog:	Inglês
Udgivet:	BMC 2026-07-01
Serier:	BMC Medical Informatics and Decision Making
Fag:	Chronic kidney disease Machine learning EXplainable artificial intelligence Electronic health records Random forest
Online adgang:	https://doi.org/10.1186/s12911-026-03602-1
Tags:	Tilføj Tag Ingen Tags, Vær først til at tagge denne postø!