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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Bibliographic Details

Published in:	Journal of Digital Imaging Vol. 36; no. 3; pp. 1237 - 1248
Main Authors:	Yoon, Myeong Seong, Kwon, Gitaek, Oh, Jaehoon, Ryu, Jongbin, Lim, Jongwoo, Kang, Bo-kyeong, Lee, Juncheol, Han, Dong-Kyoon
Format:	diagnostic images equations & formulas research tables/charts Journal Article
Published:	Springer Nature Jun2023
Online Access:	View this record in EBSCOhost