A DeepSeek-powered locally deployed closed-loop system for enhancing quality control in electronic nursing documentation: development and clinical validation.

Journal: Journal of the American Medical Informatics Association : JAMIA
Published Date: Jul 16, 2025

Abstract

OBJECTIVES: To develop a locally deployed DeepSeek-powered closed-loop system for electronic nursing documentation quality control (QC) and evaluate its clinical efficacy through a multidimensional validation framework.

Authors

  • Jinhong Lv
    Department of Nursing, First People's Hospital of Xinxiang and The Fifth Affiliated Hospital of Henan Medical University, Xinxiang 453003, China.
  • Yangyang Xu
    Department of Urology, Beijing Tsinghua Changgung Hospital, School of Clinical Medicine, Tsinghua University, Beijing, China.
  • Mengzhu Jiang
    Department of Nursing, First People's Hospital of Xinxiang and The Fifth Affiliated Hospital of Henan Medical University, Xinxiang 453003, China.
  • Yuanhao Lv
    Department of Pathology, Henan Medical University, Xinxiang 453003, China.
  • Jialu Sun
    Department of Nursing, First People's Hospital of Xinxiang and The Fifth Affiliated Hospital of Henan Medical University, Xinxiang 453003, China.
  • Jinming Lu
    Network and Information Center, The First Affiliated Hospital of Henan Medical University, Xinxiang 453003, China.
  • Lina Wang
    Department of Biochemistry and Molecular Biology, Shandong University School of MedicineJinan, P. R. China; Central Laboratory, The Second Hospital of Shandong UniversityJinan, P. R. China.
  • Hongru Wang
    Department of Stomatology, The Fourth Medical Centre, Chinese PLA General Hospital, Beijing, China.

Keywords

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