Deep learning-based prediction of coronary artery calcium scoring in hemodialysis patients using radial artery calcification.

Yuankai XuWen LiYanli YangShiyi DongFulei MengKaidi ZhangYuhuan WangLin RuanLihong Zhang

Published in: Seminars in dialysis (2024)

A random forest model based on radial artery calcification could be used to predict CACS in hemodialysis patients, providing a potential method for rapid screening and prediction of coronary artery calcification.

Keyphrases

coronary artery
pulmonary artery
chronic kidney disease
deep learning
climate change
ultrasound guided
machine learning
convolutional neural network
risk assessment
neural network