Development and validation of questionnaire-based machine learning models for predicting all-cause mortality in a representative population of China

• Main Authors: Ziyi Li (Author), Na Yang (Author), Liyun He (Author), Jialu Wang (Author), Fan Ping (Author), Wei Li (Author), Lingling Xu (Author), Huabing Zhang (Author), Yuxiu Li (Author)
• Format: Book
• Published: Frontiers Media S.A., 2023-01-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

BackgroundConsidering that the previously developed mortality prediction models have limited applications to the Chinese population, a questionnaire-based prediction model is of great importance for its accuracy and convenience in clinical practice.MethodsTwo national cohort, namely, the China Healt...