Research map: Automating fine needle aspiration and non-gynecologic quality control using a large language model: A real-world evaluation of diagnostic accuracy and efficiency

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  1. ChatGPT Utility in Healthcare Education, Research, and Practice: Systematic Review on the Promising Perspectives and Valid Concerns · Malik Sallam · 2023 · 2939 citations · Cited by this paper
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  19. Using Large Language Models to Automate Data Extraction From Surgical Pathology Reports: Retrospective Cohort Study · Denise T Lee · 2025 · 27 citations · Cited by this paper
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  22. LLM-AIx: An open source pipeline for Information Extraction from unstructured medical text based on privacy preserving Large Language Models · Isabella C. Wiest · 2024 · 23 citations · Cited by this paper
  23. The international system for serous fluid cytopathology: Interobserver agreement · Lester James Layfield · 2021 · 17 citations · Cited by this paper
  24. LLM-Mediated Data Extraction from Patient Records after Radical Prostatectomy · William S. Azar · 2025 · 14 citations · Cited by this paper
  25. Interobserver variability in cytopathology: How much do we agree? · Gennaro Acanfora · 2024 · 11 citations · Cited by this paper
  26. Cytopathology Comes of Age · Zubair Wahid Baloch · 2019 · 10 citations · Cited by this paper
  27. Response to letter to the Editor re ChatGPT and large language model (LLM) chatbots: The current state of acceptability and a proposal for guidelines on utilization in academic medicine · Jin Kyu Kim · 2023 · 10 citations · Cited by this paper
  28. Cytotechnology schools: Future outlook · Lois E. Rockson · 2024 · 8 citations · Cited by this paper
  29. Quality Control in Cytopathology · Yener S. Erozan · 1986 · 5 citations · Cited by this paper

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