Evaluation of the Reliability and the Performance of Magnetic Resonance Imaging Radiomics in the Presence of Randomly Generated Irrelevant Features for Prostate Cancer.

Xue, Cindy; Yuan, Jing; Lo, Gladys G; Poon, Darren M C; Chu, Winnie C W

Xue, Cindy; Yuan, Jing; Lo, Gladys G; Poon, Darren M C; Chu, Winnie C W.

Afiliação

Xue C; Research Department, Hong Kong Sanatorium and Hospital, Hong Kong, China.
Yuan J; Department of Imaging and Interventional Radiology, The Chinese University of Hong Kong, Hong Kong, China.
Lo GG; Research Department, Hong Kong Sanatorium and Hospital, Hong Kong, China.
Poon DMC; Department of Diagnostic and Interventional Radiology, Hong Kong Sanatorium and Hospital, Hong Kong, China.
Chu WCW; Comprehensive Oncology Centre, Hong Kong Sanatorium and Hospital, Hong Kong, China.

Diagnostics (Basel) ; 13(23)2023 Dec 01.

Article em En | MEDLINE | ID: mdl-38066821

Palavras-chave

MRI; machine learning; prostate cancer; radiomics; random features; reliability

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Idioma: En Ano de publicação: 2023 Tipo de documento: Article

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Idioma: En Ano de publicação: 2023 Tipo de documento: Article