Effect of Contrast Level and Image Format on a Deep Learning Algorithm for the Detection of Pneumothorax with Chest Radiography.

Under the black-box nature in the deep learning model, it is uncertain how the change in contrast level and format affects the performance. We aimed to investigate the effect of contrast level and image format on the effectiveness of deep learning for diagnosing pneumothorax on chest radiographs. We...

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Detalles Bibliográficos
Publicado en:Journal of Digital Imaging Vol. 36; no. 3; pp. 1237 - 1248
Autores principales: Yoon, Myeong Seong, Kwon, Gitaek, Oh, Jaehoon, Ryu, Jongbin, Lim, Jongwoo, Kang, Bo-kyeong, Lee, Juncheol, Han, Dong-Kyoon
Formato: diagnostic images equations & formulas research tables/charts Journal Article
Publicado: Springer Nature Jun2023
Acceso en línea:Ver este registro en EBSCOhost