An Evaluation of the Efficacy of Machine Learning in Predicting Thyrotoxicosis and Hypothyroidism: A Comparative Assessment of Biochemical Test Parameters Used in Different Health Checkups-Reference-Cited by-同舟云学术

An Evaluation of the Efficacy of Machine Learning in Predicting Thyrotoxicosis and Hypothyroidism: A Comparative Assessment of Biochemical Test Parameters Used in Different Health Checkups

Published:2024-08-15 Issue:16 Volume:63 Page:2259-2268
ISSN:0918-2918
Container-title:Internal Medicine
language:en
Short-container-title:Intern. Med.

Author:

Yoshimura Noh Jaeduk¹,Yoshihara Ai¹,Hiruma Shigenori¹,Ichikawa Masahiro¹,Hirose Rei¹,Koshibu Masakazu¹,Imai Hideyuki¹,Sankoda Akiko¹,Suzuki Nami¹,Fukushita Miho¹,Matsumoto Masako¹,Watanabe Natsuko¹,Sugino Kiminori²,Ito Koichi²

Affiliation:

1. Department of Internal Medicine, Ito Hospital, Japan

2. Department of Surgery, Ito Hospital, Japan

Publisher

Japanese Society of Internal Medicine

Link

https://www.jstage.jst.go.jp/article/internalmedicine/63/16/63_2825-23/_pdf

Reference13 articles.

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2. 2. Goichot B, Caron P, Landron F, Bouee S. Clinical presentation of hyperthyroidism in a large representative sample of outpatients in France: relationships with age, aetiology and hormonal parameters. Clin Endocrinol (Oxf) 84: 445-451, 2016.

3. 3. Boelaert K, Torlinska B, Holder RL, Franklyn JA. Older subjects with hyperthyroidism present with a paucity of symptoms and signs: a large cross-sectional study. J Clin Endocrinol Metab 95: 2715-2726, 2010.

4. 4. Hashimoto K. Update on subclinical thyroid dysfunction. Endocr J 69: 725-738, 2022.

5. 5. Garber JR, Cobin RH, Gharib H, et al; the American Association of Clinical Endocrinologists and American Thyroid Association Taskforce on Hypothyroidism in Adults. Clinical practice guidelines for hypothyroidism in adults: cosponsored by the American Association of Clinical Endocrinologists and the American Thyroid Association. Thyroid 22: 1200-1235, 2012.