Development and validation of radiomics model built by incorporating machine learning for identifying liver fibrosis and early-stage cirrhosis.

Qiu, Qing-Tao; Zhang, Jing; Duan, Jing-Hao; Wu, Shi-Zhang; Ding, Jia-Lin; Yin, Yong

Qiu, Qing-Tao; Zhang, Jing; Duan, Jing-Hao; Wu, Shi-Zhang; Ding, Jia-Lin; Yin, Yong.

Afiliación

Qiu QT; Department of Radiation Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, Shandong 250117, China.
Zhang J; Department of Radiation Oncology, Cancer Institute and Hospital, Tianjin Medical University, Tianjin 300060, China.
Duan JH; Department of Radiation Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, Shandong 250117, China.
Wu SZ; Department of Radiation Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, Shandong 250117, China.
Ding JL; School of Physics and Electronics, Shandong Normal University, Jinan, Shandong 250358, China.
Yin Y; Department of Radiation Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, Shandong 250117, China.

Chin Med J (Engl) ; 133(22): 2653-2659, 2020 Nov 20.

Article en En | MEDLINE | ID: mdl-33009025

Asunto(s)

Cirrosis Hepática; Aprendizaje Automático; Imagen de Difusión por Resonancia Magnética; Humanos; Cirrosis Hepática/diagnóstico por imagen; Curva ROC; Estudios Retrospectivos

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Texto completo: 1 Bases de datos: MEDLINE Asunto principal: Aprendizaje Automático / Cirrosis Hepática Tipo de estudio: Observational_studies / Prognostic_studies Límite: Humans Idioma: En Revista: Chin Med J (Engl) Año: 2020 Tipo del documento: Article País de afiliación: China

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