Explanatory Model of Dry Eye Disease Using Health and Nutrition Examinations: Machine Learning and Network-Based Factor Analysis From a National Survey.

Nam, Sang Min; Peterson, Thomas A; Butte, Atul J; Seo, Kyoung Yul; Han, Hyun Wook

Nam, Sang Min; Peterson, Thomas A; Butte, Atul J; Seo, Kyoung Yul; Han, Hyun Wook.

Afiliación

Nam SM; Department of Ophthalmology, CHA Bundang Medical Center, CHA University, Seongnam, Republic of Korea.
Peterson TA; Bakar Computational Health Sciences Institute, University of California San Francisco, San Francisco, CA, United States.
Butte AJ; Bakar Computational Health Sciences Institute, University of California San Francisco, San Francisco, CA, United States.
Seo KY; Department of Ophthalmology, Institute of Vision Research, Eye and Ear Hospital, Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea.
Han HW; Department of Biomedical Informatics, CHA University School of Medicine, CHA University, Seongnam, Republic of Korea.

JMIR Med Inform ; 8(2): e16153, 2020 Feb 20.

Article en En | MEDLINE | ID: mdl-32130150

Palabras clave

dry eye disease; epidemiology; machine learning; patient-specific modeling; systems analysis

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Texto completo: 1 Colección: 01-internacional Banco de datos: MEDLINE Tipo de estudio: Prognostic_studies / Risk_factors_studies Idioma: En Revista: JMIR Med Inform Año: 2020 Tipo del documento: Article

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