Revealing chronic disease progression patterns using Gaussian process for stage inference.

Wang, Yanfei; Zhao, Weiling; Ross, Angela; You, Lei; Wang, Hongyu; Zhou, Xiaobo

Wang, Yanfei; Zhao, Weiling; Ross, Angela; You, Lei; Wang, Hongyu; Zhou, Xiaobo.

Afiliação

Wang Y; Center for Computational Systems Medicine, McWilliams School of Biomedical Informatics, The University of Texas Health Science Center at Houston, Houston, TX 77030, United States.
Zhao W; Center for Computational Systems Medicine, McWilliams School of Biomedical Informatics, The University of Texas Health Science Center at Houston, Houston, TX 77030, United States.
Ross A; Center for Computational Systems Medicine, McWilliams School of Biomedical Informatics, The University of Texas Health Science Center at Houston, Houston, TX 77030, United States.
You L; Center for Computational Systems Medicine, McWilliams School of Biomedical Informatics, The University of Texas Health Science Center at Houston, Houston, TX 77030, United States.
Wang H; McGovern Medical School, The University of Texas Health Science Center at Houston, Houston, TX 77030, United States.
Zhou X; Cizik School of Nursing, The University of Texas Health Science Center at Houston, Houston, TX 77030, United States.

J Am Med Inform Assoc ; 31(2): 396-405, 2024 Jan 18.

Article em En | MEDLINE | ID: mdl-38055638

Assuntos

Carcinoma Hepatocelular; Neoplasias Hepáticas; Osteoartrite; Adolescente; Humanos; Progressão da Doença; Doença Crônica

Palavras-chave

Gaussian process; disease progression; unsupervised learning

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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Osteoartrite / Carcinoma Hepatocelular / Neoplasias Hepáticas Limite: Adolescent / Humans Idioma: En Ano de publicação: 2024 Tipo de documento: Article

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