Artificial neural networks improve LDCT lung cancer screening: a comparative validation study.

Hsu, Yin-Chen; Tsai, Yuan-Hsiung; Weng, Hsu-Huei; Hsu, Li-Sheng; Tsai, Ying-Huang; Lin, Yu-Ching; Hung, Ming-Szu; Fang, Yu-Hung; Chen, Chien-Wei

Hsu, Yin-Chen; Tsai, Yuan-Hsiung; Weng, Hsu-Huei; Hsu, Li-Sheng; Tsai, Ying-Huang; Lin, Yu-Ching; Hung, Ming-Szu; Fang, Yu-Hung; Chen, Chien-Wei.

Afiliação

Hsu YC; Department of Diagnostic Radiology, Chang Gung Memorial Hospital Chiayi Branch, Chiayi, Taiwan.
Tsai YH; Department of Medicine, Chang Gung University College of Medicine, Taoyuan, Taiwan.
Weng HH; Department of Diagnostic Radiology, Chang Gung Memorial Hospital Chiayi Branch, Chiayi, Taiwan.
Hsu LS; Department of Medicine, Chang Gung University College of Medicine, Taoyuan, Taiwan.
Tsai YH; Department of Diagnostic Radiology, Chang Gung Memorial Hospital Chiayi Branch, Chiayi, Taiwan.
Lin YC; Department of Medicine, Chang Gung University College of Medicine, Taoyuan, Taiwan.
Hung MS; Department of Diagnostic Radiology, Chang Gung Memorial Hospital Chiayi Branch, Chiayi, Taiwan.
Fang YH; Department of Medicine, Chang Gung University College of Medicine, Taoyuan, Taiwan.
Chen CW; Department of Biomedical Engineering, National Cheng Kung University, Tainan, Taiwan.

BMC Cancer ; 20(1): 1023, 2020 Oct 22.

Article em En | MEDLINE | ID: mdl-33092589

Assuntos

Neoplasias Pulmonares/diagnóstico por imagem; Interpretação de Imagem Radiográfica Assistida por Computador/métodos; Tomografia Computadorizada por Raios X/métodos; Idoso; Área Sob a Curva; Estudos de Casos e Controles; Detecção Precoce de Câncer; Feminino; Humanos; Masculino; Pessoa de Meia-Idade; Redes Neurais de Computação; Estudos Prospectivos; Sensibilidade e Especificidade

Palavras-chave

Data visualization; Early detection of cancer; Machine learning; Receiver operating characteristic (ROC) curves; Sensitivity and specificity

Texto completo

Imprimir

XML

PubMed Links

Buscar no Google

Texto completo: 1 Base de dados: MEDLINE Assunto principal: Interpretação de Imagem Radiográfica Assistida por Computador / Tomografia Computadorizada por Raios X / Neoplasias Pulmonares Tipo de estudo: Diagnostic_studies / Observational_studies / Prognostic_studies / Risk_factors_studies / Screening_studies Limite: Aged / Female / Humans / Male / Middle aged Idioma: En Ano de publicação: 2020 Tipo de documento: Article

Texto completo

Imprimir

XML

PubMed Links

Buscar no Google