Risk Stratification for Herpes Simplex Virus Pneumonia Using Elastic Net Penalized Cox Proportional Hazard Algorithm with Enhanced Explainability.

Wang, Yu-Chiang; Lin, Wan-Ying; Tseng, Yi-Ju; Fu, Yiwen; Li, Weijia; Huang, Yu-Chen; Wang, Hsin-Yao

Wang, Yu-Chiang; Lin, Wan-Ying; Tseng, Yi-Ju; Fu, Yiwen; Li, Weijia; Huang, Yu-Chen; Wang, Hsin-Yao.

Afiliación

Wang YC; Department of Medicine, Brigham and Women's Hospital, Boston, MA 02115, USA.
Lin WY; Department of Medicine, Harvard Medical School, Boston, MA 02115, USA.
Tseng YJ; Syu Kang Sport Clinic, Taipei 112053, Taiwan.
Fu Y; Department of Computer Science, National Yang Ming Chiao Tung University, Hsinchu 30010, Taiwan.
Li W; Computational Health Informatics Program, Boston Children's Hospital, Boston, MA 02115, USA.
Huang YC; Department of Medicine, Kaiser Permanente Santa Clara Medical Center, Santa Clara, CA 95051, USA.
Wang HY; Cardiovascular Institute, AdventHealth Orlando, Orlando, FL 32803, USA.

J Clin Med ; 12(13)2023 Jul 05.

Article en En | MEDLINE | ID: mdl-37445525

Palabras clave

elastic net penalized Cox proportional hazard algorithm; explainability; herpes simplex virus; pneumonia; risk stratification

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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Tipo de estudio: Etiology_studies / Prognostic_studies / Risk_factors_studies / Screening_studies Idioma: En Revista: J Clin Med Año: 2023 Tipo del documento: Article País de afiliación: Estados Unidos Pais de publicación: Suiza

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