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Epidemic Trends and Spatial Distribution Characteristics of Hepatitis B in China: Surveillance Study

Epidemic Trends and Spatial Distribution Characteristics of Hepatitis B in China: Surveillance Study

Temporal trends of hepatitis B incidence rate in China from 2004 to 2020: (A) temporal trends in the incidence rate of hepatitis B in China, (B) temporal trends in the incidence rate of hepatitis B across 7 regions in China, and (C) temporal trends in the incidence rate of hepatitis B across 31 regions in China. APC: annual percentage change.

Xiaoxue Li, Jie Liang, Lanqing Ma, Shijie Shen, Xueying Han, Tao Sun, Heng Guo

JMIR Public Health Surveill 2025;11:e70888

Large Language Models and Artificial Neural Networks for Assessing 1-Year Mortality in Patients With Myocardial Infarction: Analysis From the Medical Information Mart for Intensive Care IV (MIMIC-IV) Database

Large Language Models and Artificial Neural Networks for Assessing 1-Year Mortality in Patients With Myocardial Infarction: Analysis From the Medical Information Mart for Intensive Care IV (MIMIC-IV) Database

The discriminative ability was assessed using the Harrell C-statistic (C-index) and the time-dependent receiver operating characteristic (ROC) curve. The agreement between observed and predicted event rates was evaluated using calibration plots in deciles of predicted risk. Calibration was considered optimal when the calibration curve was close to the diagonal line, reflected by an observed-to-expected ratio near 1 [14], and the Hosmer-Lemeshow test showed a P value greater than .05.

Boqun Shi, Liangguo Chen, Shuo Pang, Yue Wang, Shen Wang, Fadong Li, Wenxin Zhao, Pengrong Guo, Leli Zhang, Chu Fan, Yi Zou, Xiaofan Wu

J Med Internet Res 2025;27:e67253