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Machine learning-based model to predict long-term tumor control and additional interventions following pituitary surgery for Cushing's disease.

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Title: Machine learning-based model to predict long-term tumor control and additional interventions following pituitary surgery for Cushing's disease.
Authors: Shinya Y; 1Department of Neurologic Surgery, Mayo Clinic, Rochester, Minnesota.; 2Department of Neurosurgery, The University of Tokyo Hospital, Tokyo, Japan., Ghaith AK; 1Department of Neurologic Surgery, Mayo Clinic, Rochester, Minnesota., Hong S; 1Department of Neurologic Surgery, Mayo Clinic, Rochester, Minnesota.; 2Department of Neurosurgery, The University of Tokyo Hospital, Tokyo, Japan., Erickson D; 4Division of Endocrinology, Diabetes, and Nutrition, Mayo Clinic, Rochester, Minnesota., Bancos I; 4Division of Endocrinology, Diabetes, and Nutrition, Mayo Clinic, Rochester, Minnesota., Herndon JS; 4Division of Endocrinology, Diabetes, and Nutrition, Mayo Clinic, Rochester, Minnesota., Davidge-Pitts CJ; 4Division of Endocrinology, Diabetes, and Nutrition, Mayo Clinic, Rochester, Minnesota., Nguyen RT; 1Department of Neurologic Surgery, Mayo Clinic, Rochester, Minnesota., Bon Nieves A; 1Department of Neurologic Surgery, Mayo Clinic, Rochester, Minnesota., Sáez Alegre M; 1Department of Neurologic Surgery, Mayo Clinic, Rochester, Minnesota., Morshed RA; 1Department of Neurologic Surgery, Mayo Clinic, Rochester, Minnesota., Pinheiro Neto CD; 3Department of Otolaryngology-Head and Neck Surgery, Mayo Clinic, Rochester, Minnesota; and., Peris Celda M; 1Department of Neurologic Surgery, Mayo Clinic, Rochester, Minnesota., Pollock BE; 1Department of Neurologic Surgery, Mayo Clinic, Rochester, Minnesota., Meyer FB; 1Department of Neurologic Surgery, Mayo Clinic, Rochester, Minnesota., Atkinson JLD; 1Department of Neurologic Surgery, Mayo Clinic, Rochester, Minnesota., Van Gompel JJ; 1Department of Neurologic Surgery, Mayo Clinic, Rochester, Minnesota.
Source: Journal of neurosurgery [J Neurosurg] 2025 Mar 14; Vol. 143 (1), pp. 184-193. Date of Electronic Publication: 2025 Mar 14 (Print Publication: 2025).
Publication Type: Journal Article
Journal Info: Publisher: American Association of Neurological Surgeons Country of Publication: United States NLM ID: 0253357 Publication Model: Electronic-Print Cited Medium: Internet ISSN: 1933-0693 (Electronic) Linking ISSN: 00223085 NLM ISO Abbreviation: J Neurosurg Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Machine learning-based model to predict long-term tumor control and additional interventions following pituitary surgery for Cushing's disease.
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  Data: <searchLink fieldCode="AU" term="%22Shinya+Y%22">Shinya Y</searchLink>; 1Department of Neurologic Surgery, Mayo Clinic, Rochester, Minnesota.; 2Department of Neurosurgery, The University of Tokyo Hospital, Tokyo, Japan.<br /><searchLink fieldCode="AU" term="%22Ghaith+AK%22">Ghaith AK</searchLink>; 1Department of Neurologic Surgery, Mayo Clinic, Rochester, Minnesota.<br /><searchLink fieldCode="AU" term="%22Hong+S%22">Hong S</searchLink>; 1Department of Neurologic Surgery, Mayo Clinic, Rochester, Minnesota.; 2Department of Neurosurgery, The University of Tokyo Hospital, Tokyo, Japan.<br /><searchLink fieldCode="AU" term="%22Erickson+D%22">Erickson D</searchLink>; 4Division of Endocrinology, Diabetes, and Nutrition, Mayo Clinic, Rochester, Minnesota.<br /><searchLink fieldCode="AU" term="%22Bancos+I%22">Bancos I</searchLink>; 4Division of Endocrinology, Diabetes, and Nutrition, Mayo Clinic, Rochester, Minnesota.<br /><searchLink fieldCode="AU" term="%22Herndon+JS%22">Herndon JS</searchLink>; 4Division of Endocrinology, Diabetes, and Nutrition, Mayo Clinic, Rochester, Minnesota.<br /><searchLink fieldCode="AU" term="%22Davidge-Pitts+CJ%22">Davidge-Pitts CJ</searchLink>; 4Division of Endocrinology, Diabetes, and Nutrition, Mayo Clinic, Rochester, Minnesota.<br /><searchLink fieldCode="AU" term="%22Nguyen+RT%22">Nguyen RT</searchLink>; 1Department of Neurologic Surgery, Mayo Clinic, Rochester, Minnesota.<br /><searchLink fieldCode="AU" term="%22Bon+Nieves+A%22">Bon Nieves A</searchLink>; 1Department of Neurologic Surgery, Mayo Clinic, Rochester, Minnesota.<br /><searchLink fieldCode="AU" term="%22Sáez+Alegre+M%22">Sáez Alegre M</searchLink>; 1Department of Neurologic Surgery, Mayo Clinic, Rochester, Minnesota.<br /><searchLink fieldCode="AU" term="%22Morshed+RA%22">Morshed RA</searchLink>; 1Department of Neurologic Surgery, Mayo Clinic, Rochester, Minnesota.<br /><searchLink fieldCode="AU" term="%22Pinheiro+Neto+CD%22">Pinheiro Neto CD</searchLink>; 3Department of Otolaryngology-Head and Neck Surgery, Mayo Clinic, Rochester, Minnesota; and.<br /><searchLink fieldCode="AU" term="%22Peris+Celda+M%22">Peris Celda M</searchLink>; 1Department of Neurologic Surgery, Mayo Clinic, Rochester, Minnesota.<br /><searchLink fieldCode="AU" term="%22Pollock+BE%22">Pollock BE</searchLink>; 1Department of Neurologic Surgery, Mayo Clinic, Rochester, Minnesota.<br /><searchLink fieldCode="AU" term="%22Meyer+FB%22">Meyer FB</searchLink>; 1Department of Neurologic Surgery, Mayo Clinic, Rochester, Minnesota.<br /><searchLink fieldCode="AU" term="%22Atkinson+JLD%22">Atkinson JLD</searchLink>; 1Department of Neurologic Surgery, Mayo Clinic, Rochester, Minnesota.<br /><searchLink fieldCode="AU" term="%22Van+Gompel+JJ%22">Van Gompel JJ</searchLink>; 1Department of Neurologic Surgery, Mayo Clinic, Rochester, Minnesota.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22American+Association+of+Neurological+Surgeons%22">American Association of Neurological Surgeons </searchLink><i>Country of Publication: </i>United States <i>NLM ID: </i>0253357 <i>Publication Model: </i>Electronic-Print <i>Cited Medium: </i>Internet <i>ISSN: </i>1933-0693 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2200223085%22">00223085 </searchLink><i>NLM ISO Abbreviation: </i>J Neurosurg <i>Subsets: </i>MEDLINE
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              Text: 2025 Mar 14
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