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A hyperaldosteronism subtypes predictive model using ensemble learning.

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第一作者: Shigehiro,Karashima
第一单位: Institute of Liberal Arts and Science, Kanazawa University, Kanazawa, Japan.
作者单位: Institute of Liberal Arts and Science, Kanazawa University, Kanazawa, Japan. [1] School of Electrical Information Communication Engineering, College of Science and Engineering, Kanazawa University, Kanazawa, Japan. [2] Department of Endocrinology and Metabolism, Kanazawa University Graduate School of Medicine, Kanazawa, Japan. [3] Department of Medical Education, National Defense Medical College, Tokorozawa, Japan. [4] Department of Endocrinology, Metabolism and Nephrology, Keio University School of Medicine, Tokyo, Japan. [5] Department of Diabetes and Endocrinology, Saiseikai Yokohamashi Tobu Hospital, Yokohama, Japan. [6] Division of Metabolism and Endocrinology, Department of Internal Medicine, St. Marianna University Yokohama City Seibu Hospital, Yokohama, Japan. [7] Department of Endocrinology and Metabolism, National Hospital Organization Kyoto Medical Center, Kyoto, Japan. [8] Department of Diabetes and Endocrinology, Sapporo City General Hospital, Sapporo, Japan. [9] Department of Molecular and Internal Medicine, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan. [10] Department of Medicine and Bioregulatory Science, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan. [11] Department of Cardiology and Nephrology, Mie University Graduate School of Medicine, Tsu, Japan. [12] Department of Medical Science and Cardiorenal Medicine, Yokohama City University Graduate School of Medicine, Yokohama, Japan. [13] Division of Nephrology and Hypertension, Yokohama City University Medical Center, Yokohama, Japan. [14] Department of Diabetes, Endocrinology, and Nutrition, Kyoto University, Kyoto, Japan. [15] Department of Molecular Endocrinology and Metabolism, Tokyo Medical and Dental University, Tokyo, Japan. [16] Division of Nephrology, Hypertension, and Endocrinology, Nihon University School of Medicine, Tokyo, Japan. [17] Division of Diabetes, Endocrinology, and Clinical Immunology, Department of Internal Medicine, Hyogo College of Medicine, Hyogo, Japan. [18] Division of Nephrology and Endocrinology, The University of Tokyo, Tokyo, Japan. [19] Division of Endocrinology and Metabolism, Faculty of Medicine, Tottori University, Yonago, Japan. [20] Department of Diabetes and Endocrinology, Graduate School of Medicine, Gifu University, Gifu, Japan. [21] Department of Cardiology, Shinko Hospital, Hyogo, Japan. [22] Department of Medicine and Molecular Science, Gunma University Graduate School of Medicine, Maebashi, 371-8511, Japan. [23] Division of Endocrinology, National Center for Global Health and Medicine, Tokyo, Japan. [24] Endocrine Center, Ijinkai Takeda General Hospital, Kyoto, Japan. [25] Department of Endocrinology and Metabolism, Kanazawa University Graduate School of Medicine, Kanazawa, Japan. endocrin@med.kanazawa-u.ac.jp. [26] Department of Health Promotion and Medicine of the Future, Kanazawa University Graduate School of Medicine, Kanazawa, Japan. endocrin@med.kanazawa-u.ac.jp. [27] Faculty of Transdisciplinary Sciences, Institute of Transdisciplinary Sciences, Kanazawa University, 13-1, Takara-Machi, Kanazawa, 920-8641, Japan. endocrin@med.kanazawa-u.ac.jp. [28]
DOI 10.1038/s41598-023-29653-2
PMID 36810868
发布时间 2023-04-11
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