Lung cancer survival period prediction and understanding: Deep learning approaches.

Doppalapudi, Shreyesh; Qiu, Robin G; Badr, Youakim

Doppalapudi, Shreyesh; Qiu, Robin G; Badr, Youakim.

Afiliación

Doppalapudi S; The Big Data Lab, Division of Engineering and Information Science, The Pennsylvania State University, Great Valley, Malvern, PA, 19355, USA. Electronic address: dshreyesh@psu.edu.
Qiu RG; The Big Data Lab, Division of Engineering and Information Science, The Pennsylvania State University, Great Valley, Malvern, PA, 19355, USA. Electronic address: robinqiu@psu.edu.
Badr Y; The Big Data Lab, Division of Engineering and Information Science, The Pennsylvania State University, Great Valley, Malvern, PA, 19355, USA. Electronic address: yzb61@psu.edu.

Int J Med Inform ; 148: 104371, 2021 04.

Article en En | MEDLINE | ID: mdl-33461009

Asunto(s)

Aprendizaje Profundo; Neoplasias Pulmonares; Humanos; Aprendizaje Automático; Redes Neurales de la Computación; Sistema de Registros

Palabras clave

Deep learning; Feature importance; Lung cancer; SEER cancer registry; Survival period prediction

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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Asunto principal: Aprendizaje Profundo / Neoplasias Pulmonares Tipo de estudio: Prognostic_studies / Risk_factors_studies / Screening_studies Límite: Humans Idioma: En Revista: Int J Med Inform Asunto de la revista: INFORMATICA MEDICA Año: 2021 Tipo del documento: Article

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