Research map: Precision oncology meets Generative AI: assessing large language models in multidisciplinary GIST tumor boards

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Papers in this map

  1. Soft tissue and visceral sarcomas: ESMO–EURACAN–GENTURIS Clinical Practice Guidelines for diagnosis, treatment and follow-up☆ · Alessandro Gronchi · 2021 · 1059 citations · Cited by this paper
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  4. Integrative transcriptomic and experimental analyses identifies SDF4 as an astrocyte-expressed regulator of glioma progression through PI3K-AKT signaling · 2026 · Related
  5. The standard diagnosis, treatment, and follow-up of gastrointestinal stromal tumors based on guidelines · Toshirou Nishida · 2015 · 495 citations · Cited by this paper
  6. Investigation of the significance and role of androgen receptor expression in basal/squamous type urothelial carcinoma cell line J82 cells · 2026 · Related
  7. Gastrointestinal Stromal Tumors · Margaret von Mehren · 2017 · 321 citations · Cited by this paper
  8. Senescence-related immunosuppressive gene MFAP2 orchestrates stromal-immune crosstalk and immunotherapy resistance in gastric cancer · 2026 · Related
  9. A critical assessment of using ChatGPT for extracting structured data from clinical notes · Jingwei Huang · 2024 · 278 citations · Cited by this paper
  10. The impact of STAS on recurrence-free and overall survival in T1-2N0 adenocarcinomas: a single-center retrospective study · 2026 · Related
  11. Large language model (ChatGPT) as a support tool for breast tumor board · Vera Sorin · 2023 · 226 citations · Cited by this paper
  12. Despite improved overall stratification, the 9th edition stage IIIA category remains prognostically heterogeneous: insights from a T3N2a subgroup analysis · 2026 · Related
  13. 2023 GEIS Guidelines for gastrointestinal stromal tumors · César Serrano · 2023 · 156 citations · Cited by this paper
  14. Characterisation of a novel p53 mutation (p53N263Tfs*7) associated with li-fraumeni syndrome · 2026 · Related
  15. Gastrointestinal stromal tumors: A multidisciplinary challenge · Juan Manuel Sánchez‐Hidalgo · 2018 · 86 citations · Cited by this paper
  16. Combining fruquintinib with TAS-102 as a promising strategy: antitumor activity in preclinical colorectal and gastric cancer xenograft models · 2026 · Related
  17. The Potential Applications and Challenges of ChatGPT in the Medical Field · Yonglin Mu · 2024 · 82 citations · Cited by this paper
  18. Trends in treatment and survival of stage IV non-squamous NSCLC from 2010 to 2022 · 2026 · Related
  19. The Role of Artificial Intelligence on Tumor Boards: Perspectives from Surgeons, Medical Oncologists and Radiation Oncologists · Valerio Nardone · 2024 · 61 citations · Cited by this paper
  20. Large language model integrations in cancer decision-making: a systematic review and meta-analysis · Yuexing Hao · 2025 · 60 citations · Cited by this paper
  21. Assessing the use of the novel tool Claude 3 in comparison to ChatGPT 4.0 as an artificial intelligence tool in the diagnosis and therapy of primary head and neck cancer cases · Benedikt Schmidl · 2024 · 59 citations · Cited by this paper
  22. Evaluation Framework of Large Language Models in Medical Documentation: Development and Usability Study · Junhyuk Seo · 2024 · 52 citations · Cited by this paper
  23. ESMO guidance on the use of Large Language Models in Clinical Practice (ELCAP) · Evelyn Yi Ting Wong · 2025 · 39 citations · Cited by this paper
  24. ChatGPT's Gastrointestinal Tumor Board Tango: A limping dance partner? · Ughur Aghamaliyev · 2024 · 32 citations · Cited by this paper
  25. Facilitators and barriers to conducting an efficient, competent and high-quality oncological multidisciplinary team meeting · Janneke E. W. Walraven · 2023 · 31 citations · Cited by this paper
  26. Practical Aspects of Risk Assessment in Gastrointestinal Stromal Tumors · Robin L. Jones · 2014 · 29 citations · Cited by this paper
  27. Heterogeneity of Soft Tissue Sarcomas and Its Implications in Targeted Therapy · Xinhui Du · 2020 · 29 citations · Cited by this paper
  28. Artificial Intelligence Applications in Gastric Cancer Surgery: Bridging Early Diagnosis and Responsible Precision Medicine · Silvia Malerba · 2026 · 27 citations · Cited by this paper
  29. Concordance between treatment recommendations provided by IBM Watson for Oncology and a multidisciplinary tumor board for breast cancer in China · Xiaoyao Zhao · 2020 · 26 citations · Cited by this paper
  30. Assessing the accuracy of the GPT-4 model in multidisciplinary tumor board decision prediction · Efe Cem Erdat · 2025 · 22 citations · Cited by this paper
  31. SEOM-GEIS clinical guideline for gastrointestinal stromal tumors (2022) · César Serrano · 2023 · 17 citations · Cited by this paper
  32. Barriers And Challenges Of Multidisciplinary Teams In Oncology Management: A Scoping Review Protocol · Nicholas Lee Wei Law · 2024 · 15 citations · Cited by this paper
  33. Artificial intelligence in multidisciplinary tumor boards enhancing decision making and clinical outcomes in oncology · Xiaodong Wang · 2025 · 14 citations · Cited by this paper
  34. Large Language Models in Health Care: Charting a Path Toward Accurate, Explainable, and Secure AI · Dhruv Khullar · 2024 · 11 citations · Cited by this paper
  35. The molecular tumor board—a key element of precision oncology · Laura Amanda Boos · 2024 · 9 citations · Cited by this paper
  36. Evaluation of large language models as decision support tools for head and neck cancer management: A blinded multidisciplinary simulation study · Sholem Hack · 2026 · 8 citations · Cited by this paper
  37. Benchmarking Large Language Models Against Multidisciplinary Tumor Boards in Urological Oncology: Results from the Blinded, Prospective CONCORDIA Study · Emily Rinderknecht · 2025 · 7 citations · Cited by this paper
  38. The value of virtual molecular tumor boards for informed clinical decision-making · Martín Osvaldo Angel · 2024 · 6 citations · Cited by this paper
  39. LLM-Based Extraction of Imaging Features from Radiology Reports: Automating Disease Activity Scoring in Crohn’s Disease · Reza Dehdab · 2025 · 6 citations · Cited by this paper

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