Research map: Dynamic Closed-Loop Medical Record Quality Management Using an AI-Driven Multilevel Quality Control System: Development and Implementation Study

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Papers in this map

  1. Large language models to identify social determinants of health in electronic health records · Marco Fidel Guevara-Vega · 2024 · 288 citations · Cited by this paper
  2. Prediction of Postoperative Vomiting Within 24 Hours Using Machine Learning With Large Language Model–Enhanced Interpretability: Development and Validation Study · 2026 · Related
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  9. Lingdan: enhancing encoding of traditional Chinese medicine knowledge for clinical reasoning tasks with large language models · Rui Hua · 2024 · 80 citations · Cited by this paper
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  11. Application of large language models in disease diagnosis and treatment · Xintian Yang · 2024 · 68 citations · Cited by this paper
  12. Large Language Model–Based Clinical Decision Support for Antibiotic Selection and Dose Recommendation in Hospitalized Patients With Pneumonia: Multicenter Retrospective Study · 2026 · Related
  13. Language models, like humans, show content effects on reasoning tasks · Andrew K. Lampinen · 2024 · 66 citations · Cited by this paper
  14. Evaluation of an AI Medical Scribe After 236,153 Notes Generated Across Care Levels in a European Health System: Mixed Methods Retrospective Observational Study · 2026 · Related
  15. A fine-tuning enhanced RAG system with quantized influence measure as AI judge · Keshav Rangan · 2024 · 42 citations · Cited by this paper
  16. Machine Learning Prediction Model for Dyslipidemia and Its Association With Atherothrombotic Events in 3 Independent Cohorts From South Korea, Japan, and the United Kingdom: Algorithm Development and Validation Study · 2026 · Related
  17. Personalized medicine in a community health system: the NorthShore experience · Sean P. David · 2023 · 24 citations · Cited by this paper
  18. A Secure User Interface for Preclinical Evaluation of AI in Patient Portal Message Management: Tutorial · 2026 · Related
  19. A comprehensive review on knowledge graphs for complex diseases · Yang Yang · 2022 · 18 citations · Cited by this paper
  20. AI-Assisted Detection of Supraspinatus Tendon Pathologies Using a Hierarchical Deep Learning Model to Improve Clinical Applicability: Development and Evaluation Study · 2026 · Related
  21. Construction of a knowledge graph for breast cancer diagnosis based on Chinese electronic medical records: development and usability study · Xiaolong Li · 2023 · 16 citations · Cited by this paper
  22. Construction and application of an ICU nursing electronic medical record quality control system in a Chinese tertiary hospital: a prospective controlled trial · Shuai Zhang · 2024 · 12 citations · Cited by this paper
  23. A natural language processing algorithm accurately classifies steatotic liver disease pathology to estimate the risk of cirrhosis · Marc Samuel Sherman · 2024 · 9 citations · Cited by this paper
  24. The application of quality control circle in improving the accuracy of ICD coding on medical records · Wenjing Ou · 2025 · 7 citations · Cited by this paper
  25. Comprehensive lifecycle quality control of medical data - automated monitoring and feedback mechanisms based on artificial intelligence · Haixia Liu · 2025 · 5 citations · Cited by this paper
  26. Computer-generated structured electronic medical records are preferable to conventional medical records for patients with acute abdominal pain - a prospective, double-blinded study · Leena Saaristo · 2022 · 4 citations · Cited by this paper

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