Detection of the location of pneumothorax in chest X-rays using small artificial neural networks and a simple training process

Abstract The purpose of this study was to evaluate the diagnostic performance achieved by using fully-connected small artificial neural networks (ANNs) and a simple training process, the Kim-Monte Carlo algorithm, to detect the location of pneumothorax in chest X-rays. A total of 1,000 chest X-ray i...

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Bibliographic Details
Main Authors: Yongil Cho, Jong Soo Kim, Tae Ho Lim, Inhye Lee, Jongbong Choi
Format: Article
Language:English
Published: Nature Publishing Group 2021-06-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-021-92523-2