Using the Johns Hopkins ACG Case-Mix System for population segmentation in a hospital-based adult patient population in Singapore.

Joshua Kuan TanXiaojin ZhangDawn ChengIan Yi Onn LeongChia Siong WongJeannie TeyShu Ching LohEugene Fidelis SohWei Yen Lim

Published in: BMJ open (2023)

A population stratification and risk prediction tool can be used to appropriately segment populations in a hospital patient population even with incomplete clinical data.

Keyphrases

case report
healthcare
emergency department
electronic health record
deep learning
convolutional neural network
big data
data analysis