Research map: Artificial intelligence in pituitary surgery: the path to clinical solutions

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Papers in this map

  1. Diagnosis and Treatment of Pituitary Adenomas · Mark E. Molitch · 2017 · 1027 citations · Cited by this paper
  2. The NET score: an interpretable AI-assisted prognostic score for mortality risk in lung neuroendocrine tumors · 2026 · Related
  3. Reporting guideline for the early stage clinical evaluation of decision support systems driven by artificial intelligence: DECIDE-AI · Baptiste Vasey · 2022 · 572 citations · Cited by this paper
  4. Multiple endocrine neoplasia type 5: emerging evidence and clinical perspectives · 2026 · Related
  5. CogStack - experiences of deploying integrated information retrieval and extraction services in a large National Health Service Foundation Trust hospital · Richard Jackson · 2018 · 142 citations · Cited by this paper
  6. TERT promoter mutations and recurrence patterns in differentiated thyroid carcinoma · 2026 · Related
  7. Thin-Slice Pituitary MRI with Deep Learning–based Reconstruction: Diagnostic Performance in a Postoperative Setting · Minjae Kim · 2020 · 136 citations · Cited by this paper
  8. Is preoperative adrenoceptor blockade necessary in patients with paraganglioma? · 2026 · Related
  9. Predicting response to somatostatin analogues in acromegaly: machine learning-based high-dimensional quantitative texture analysis on T2-weighted MRI · Burak Koçak · 2018 · 75 citations · Cited by this paper
  10. Whole genome and exome sequencing of pancreatic NET to investigate PRRT response · 2026 · Related
  11. Pituitary society expert Delphi consensus: operative workflow in endoscopic transsphenoidal pituitary adenoma resection · Hani Joseph Marcus · 2021 · 75 citations · Cited by this paper
  12. The role of the B7 family in autoimmune thyroid diseases and thyroid cancer · 2026 · Related
  13. Current and Future Advances in Surgical Therapy for Pituitary Adenoma · Danyal Zaman Khan · 2023 · 63 citations · Cited by this paper
  14. Developing an epithelial signature for prognosis of papillary thyroid carcinoma · 2026 · Related
  15. Automated operative workflow analysis of endoscopic pituitary surgery using machine learning: development and preclinical evaluation (IDEAL stage 0) · Danyal Z. Khan · 2021 · 61 citations · Cited by this paper
  16. Ageing and pituitary neuroendocrine tumours (PitNETs): from bench to bedside · 2026 · Related
  17. Deep-Learning Approach to Automatic Identification of Facial Anomalies in Endocrine Disorders · Wei Ren · 2019 · 48 citations · Cited by this paper
  18. Adrenocortical cell and macrophage heterogeneity at single-cell spatial resolution in KCNJ5 -mutant aldosterone-producing adenomas · 2026 · Related
  19. Feasibility of machine learning based predictive modelling of postoperative hyponatremia after pituitary surgery · Stefanos Voglis · 2020 · 41 citations · Cited by this paper
  20. NP-101 in combination with nivolumab and ipilimumab in metastatic extrapulmonary neuroendocrine carcinomas (EP-NECs): A pilot study · 2026 · Related
  21. Development of Machine Learning Models for Predicting Postoperative Delayed Remission in Patients With Cushing’s Disease · Yanghua Fan · 2020 · 37 citations · Cited by this paper
  22. Machine learning in predicting early remission in patients after surgical treatment of acromegaly: a multicenter study · Nidan Qiao · 2020 · 36 citations · Cited by this paper
  23. PitSurgRT: real-time localization of critical anatomical structures in endoscopic pituitary surgery · Zhehua Mao · 2024 · 28 citations · Cited by this paper
  24. Artificial intelligence assisted operative anatomy recognition in endoscopic pituitary surgery · Danyal Zaman Khan · 2024 · 27 citations · Cited by this paper
  25. Real-time detection of acromegaly from facial images with artificial intelligence · Muhammed Kızılgül · 2023 · 26 citations · Cited by this paper
  26. Multiple large language models versus experienced physicians in diagnosing challenging cases with gastrointestinal symptoms · Xintian Yang · 2025 · 26 citations · Cited by this paper
  27. The learning curve for endoscopic endonasal pituitary surgery: a systematic review · Nicholas G. Candy · 2023 · 22 citations · Cited by this paper
  28. Comparison of a Specialized Large Language Model with GPT-4o for CT and MRI Radiology Report Summarization · Sunyi Zheng · 2025 · 20 citations · Cited by this paper
  29. Video-Based Performance Analysis in Pituitary Surgery - Part 2: Artificial Intelligence Assisted Surgical Coaching · Danyal Zaman Khan · 2024 · 18 citations · Cited by this paper
  30. PitVQA: Image-Grounded Text Embedding LLM for Visual Question Answering in Pituitary Surgery · Runlong He · 2024 · 12 citations · Cited by this paper
  31. Identifying research priorities for pituitary adenoma surgery: an international Delphi consensus statement · Nicola Newall · 2025 · 12 citations · Cited by this paper
  32. Acromegaly facial changes analysis using last generation artificial intelligence methodology: the AcroFace system · Hatem A. Rashwan · 2025 · 12 citations · Cited by this paper
  33. Using machine learning to predict remission after surgery for pituitary adenoma: a systematic review and meta-analysis · Ibrahim Mohammadzadeh · 2025 · 12 citations · Cited by this paper
  34. Analyzing patient perspectives with large language models: a cross-sectional study of sentiment and thematic classification on exception from informed consent · Aaron E. Kornblith · 2025 · 11 citations · Cited by this paper
  35. Post-Operative Medium- and Long-Term Endocrine Outcomes in Patients with Non-Functioning Pituitary Adenomas—Machine Learning Analysis · Ziad Hussein · 2023 · 8 citations · Cited by this paper
  36. Reappraising prediction of surgical complexity of non-functioning pituitary adenomas after transsphenoidal surgery: the modified TRANSSPHER grade · Giorgio Fiore · 2025 · 8 citations · Cited by this paper
  37. Prediction of recurrence after surgery for pituitary adenoma using machine learning- based models: systematic review and meta-analysis · Ibrahim Mohammadzadeh · 2025 · 8 citations · Cited by this paper
  38. Automated MRI protocoling in neuroradiology in the era of large language models · Lara Noelle Reiner · 2025 · 8 citations · Cited by this paper
  39. Estimating diagnostic delay in patients with pituitary adenomas in Sweden: a cross-sectional study · Maria Forsgren · 2025 · 7 citations · Cited by this paper

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