Early prediction of colorectal adenoma risk: leveraging large-language model for clinical electronic medical record data.

Journal: Frontiers in oncology
Published Date: Jan 1, 2025

Abstract

OBJECTIVE: To develop a non-invasive, radiation-free model for early colorectal adenoma prediction using clinical electronic medical record (EMR) data, addressing limitations in current diagnostic approaches for large-scale screening.

Authors

  • Xiaoyu Yang
    Beijing Jishuitan Hospital, Beijing, China.
  • Jinjian Xu
    Information Management and Big Data Center, Peking University Third Hospital, Beijing, China.
  • Hong Ji
  • Jun Li
    Department of Emergency, Zhuhai Integrated Traditional Chinese and Western Medicine Hospital, Zhuhai, 519020, Guangdong Province, China. quanshabai43@163.com.
  • Bingqing Yang
    Goodwill Hessian Health Technology Co. Ltd, Beijing, China.
  • Liye Wang
    Goodwill Hessian Health Technology Co. Ltd, Beijing, China.

Keywords

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