Risk Prediction of Diabetic Foot Amputation Using Machine Learning and Explainable Artificial Intelligence.

Chien Wei OeiYam Meng ChanXiaojin ZhangKee Hao LeoEnming YongRhan Chaen ChongQiantai HongLi ZhangYing PanGlenn Wei Leong TanMalcolm Han Wen Mak

Published in: Journal of diabetes science and technology (2024)

Machine learning algorithms performed well in predicting the risk of LEA in a patient with DFU. Explainability can help provide clinical insights and identify at-risk patients for early intervention.

Keyphrases

machine learning
artificial intelligence
big data
deep learning
end stage renal disease
newly diagnosed
ejection fraction
chronic kidney disease
randomized controlled trial
peritoneal dialysis
case report
patient reported outcomes
lower limb