A supervised machine learning approach for predicting the need for postsurgical intervention in acromegaly.

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Bibliographic Details
Title:	A supervised machine learning approach for predicting the need for postsurgical intervention in acromegaly.
Authors:	Shinya Y; 1Department of Neurologic Surgery, Mayo Clinic, Rochester, Minnesota.; 2Department of Neurosurgery, The University of Tokyo Hospital, Bunkyo-ku, 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, Bunkyo-ku, Tokyo, Japan., Herndon JS; 3Department of Medicine, Division of Endocrinology, Diabetes, and Nutrition, Mayo Clinic, Rochester, Minnesota; and., Palit SR; 1Department of Neurologic Surgery, Mayo Clinic, Rochester, Minnesota., Erickson D; 3Department of Medicine, Division of Endocrinology, Diabetes, and Nutrition, Mayo Clinic, Rochester, Minnesota; and., Bancos I; 3Department of Medicine, Division of Endocrinology, Diabetes, and Nutrition, Mayo Clinic, Rochester, Minnesota; and., Saez-Alegre M; 1Department of Neurologic Surgery, Mayo Clinic, Rochester, Minnesota., Morshed RA; 1Department of Neurologic Surgery, Mayo Clinic, Rochester, Minnesota., Pinheiro Neto C; 4Department of Otolaryngology-Head and Neck 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.; 4Department of Otolaryngology-Head and Neck Surgery, Mayo Clinic, Rochester, Minnesota.
Source:	Neurosurgical focus [Neurosurg Focus] 2025 Jul 01; Vol. 59 (1), pp. E10.
Publication Type:	Journal Article; Multicenter Study
Journal Info:	Publisher: American Association of Neurological Surgeons Country of Publication: United States NLM ID: 100896471 Publication Model: Print Cited Medium: Internet ISSN: 1092-0684 (Electronic) Linking ISSN: 10920684 NLM ISO Abbreviation: Neurosurg Focus Subsets: MEDLINE
Database:	MEDLINE Ultimate

Description
ISSN:	1092-0684
DOI:	10.3171/2025.4.FOCUS2597