Development of a predictive risk model for all-cause mortality in patients with diabetes in Hong Kong.

Sharen LeeJiandong ZhouKeith Sai Kit LeungWilliam Ka Kei WuWing Tak WongTong LiuIan Chi Kei WongKamalan JeevaratnamQingpeng ZhangGary Tse

Published in: BMJ open diabetes research & care (2021)

A multiparametric model incorporating variables from different domains predicted all-cause mortality accurately in type 2 diabetes mellitus. The predictive and modeling capabilities of machine/deep learning survival analysis achieved more accurate predictions.

Keyphrases

deep learning
machine learning
high resolution
artificial intelligence
convolutional neural network