Open AccessDevelopment and internal validation of China mortality prediction model in trauma based on ICD-10-CM lexicon: CMPMIT-ICD10
Author(s) -
Yanhua Wang,
Tianbing Wang,
Zixiao Zhang,
HuiXin Liu,
Ting-Min Xu,
Chu Wang,
Baoguo Jiang
Publication year - 2021
Publication title -
chinese medical journal/chinese medical journal
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.537
H-Index - 63
eISSN - 2542-5641
pISSN - 0366-6999
DOI - 10.1097/cm9.0000000000001371
Subject(s) - bootstrapping (finance) , medicine , logistic regression , lexicon , calibration , statistics , brier score , artificial intelligence , computer science , econometrics , mathematics
Models to predict mortality in trauma play an important role in outcome prediction and severity adjustment, which informs trauma quality assessment and research. Hospitals in China typically use the International Classification of Diseases, Tenth Revision, Clinical Modification (ICD-10-CM) to describe injury. However, there is no suitable prediction model for China. This study attempts to develop a new mortality prediction model based on the ICD-10-CM lexicon and a Chinese database.