Use of extreme gradient boosting, light gradient boosting machine, and deep neural networks to evaluate the activity stage of extraocular muscles in thyroid-associated ophthalmopathy
Author:
Funder
science and technology program of Sichuan province
College Students' innovative entrepreneurial training plan program
Publisher
Springer Science and Business Media LLC
Subject
Cellular and Molecular Neuroscience,Sensory Systems,Ophthalmology
Link
https://link.springer.com/content/pdf/10.1007/s00417-023-06256-1.pdf
Reference29 articles.
1. Stein JD, Childers D, Gupta S et al (2015) Risk factors for developing thyroid-associated ophthalmopathy among individuals with Graves disease. JAMA Ophthalmol 133:290–296. https://doi.org/10.1001/jamaophthalmol.2014.5103
2. Kahaly GJ, Petrak F, Hardt J et al (2005) Psychosocial morbidity of Graves’ orbitopathy. Clin Endocrinol 63:395–402. https://doi.org/10.1111/j.1365-2265.2005.02352.x
3. Lee H, Roh HS, Yoon JS, Lee SY (2010) Assessment of quality of life and depression in Korean patients with Graves’ ophthalmopathy. Korean J Ophthalmol 24:65–72. https://doi.org/10.3341/kjo.2010.24.2.65
4. Bruscolini A, Sacchetti M, La Cava M et al (2018) Quality of life and neuropsychiatric disorders in patients with Graves’ orbitopathy: current concepts. Autoimmun Rev 17:639–43. https://doi.org/10.1016/j.autrev.2017.12.012
5. European Group of Graves’ Orbitopathy, Perros P, Baldeschi L et al (2006) A questionnaire survey on the management of Graves’ orbitopathy in Europe. Eur J Endocrinol 155:207–211. https://doi.org/10.1530/eje.1.02201
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