Localization-adjusted diagnostic performance and assistance effect of a computer-aided detection system for pneumothorax and consolidation

Localization-adjusted diagnostic performance and assistance effect of a computer-aided detection system for pneumothorax and consolidation

Abstract While many deep-learning-based computer-aided detection systems (CAD) have been developed and commercialized for abnormality detection in chest radiographs (CXR), their ability to localize a target abnormality is rarely reported. Localization accuracy is important in terms of model interpre...

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Bibliographic Details
Main Authors: Sun Yeop Lee, Sangwoo Ha, Min Gyeong Jeon, Hao Li, Hyunju Choi, Hwa Pyung Kim, Ye Ra Choi, Hoseok I, Yeon Joo Jeong, Yoon Ha Park, Hyemin Ahn, Sang Hyup Hong, Hyun Jung Koo, Choong Wook Lee, Min Jae Kim, Yeon Joo Kim, Kyung Won Kim, Jong Mun Choi
Format: Article
Language:English
Published: Nature Portfolio 2022-07-01
Series:npj Digital Medicine
Online Access:https://doi.org/10.1038/s41746-022-00658-x

Internet

https://doi.org/10.1038/s41746-022-00658-x

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