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

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 interpretability,...

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Detalles Bibliográficos
Autores principales: Lee, Sun Yeop, Ha, Sangwoo, Jeon, Min Gyeong, Li, Hao, Choi, Hyunju, Kim, Hwa Pyung, Choi, Ye Ra, I, Hoseok, Jeong, Yeon Joo, Park, Yoon Ha, Ahn, Hyemin, Hong, Sang Hyup, Koo, Hyun Jung, Lee, Choong Wook, Kim, Min Jae, Kim, Yeon Joo, Kim, Kyung Won, Choi, Jong Mun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9339006/
https://www.ncbi.nlm.nih.gov/pubmed/35908091
http://dx.doi.org/10.1038/s41746-022-00658-x

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9339006/
https://www.ncbi.nlm.nih.gov/pubmed/35908091
http://dx.doi.org/10.1038/s41746-022-00658-x

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