Leveraging Explainable Artificial Intelligence (XAI) for Expert Interpretability in Predicting Rapid Kidney Enlargement Risks in Autosomal Dominant Polycystic Kidney Disease (ADPKD)

Leveraging Explainable Artificial Intelligence (XAI) for Expert Interpretability in Predicting Rapid Kidney Enlargement Risks in Autosomal Dominant Polycystic Kidney Disease (ADPKD)

Autosomal dominant polycystic kidney disease (ADPKD) is the predominant hereditary factor leading to end-stage renal disease (ESRD) worldwide, affecting individuals across all races with a prevalence of 1 in 400 to 1 in 1000. The disease presents significant challenges in management, particularly wi...

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Bibliographic Details
Main Authors: Latifa Dwiyanti, Hidetaka Nambo, Nur Hamid
Format: Article
Language:English
Published: MDPI AG 2024-10-01
Series:AI
Subjects:
autosomal dominant polycystic kidney disease (ADPKD)
explainable artificial intelligence (XAI)
machine learning classification algorithms
user-centered design
Online Access:https://www.mdpi.com/2673-2688/5/4/100
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