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Electronic Health Record-Based Absolute Risk Prediction Model for Esophageal Cancer in the Chinese Population: Model Development and External Validation.

Yuting HanXia ZhuYizhen HuCanqing YuYu GuoDong HangYuanjie PangPei PeiHongxia MaDianjianyi SunLing YangYiping ChenHuaidong DuMin YuJunshi ChenZhengming ChenDezheng HuoGuangfu JinJun LvZhi-Bin HuHongbing ShenLiming Li
Published in: JMIR public health and surveillance (2023)
Three nested 10-year EC absolute risk prediction models for Chinese adults aged 30-79 years were developed and validated, which may be particularly useful for populations in low EC-risk areas. Even the simple model with only 5 predictors available from EHRs had excellent discrimination and good calibration, indicating its potential for broader use in tailored EC prevention. The simple and intermediate models have the potential to be widely used for both primary and secondary prevention of EC.
Keyphrases
  • electronic health record
  • clinical decision support
  • risk assessment
  • climate change
  • human health
  • adverse drug