Automated quality assessment of chest radiographs based on deep learning and linear regression cascade algorithms.

Objectives: Develop and evaluate the performance of deep learning and linear regression cascade algorithms for automated assessment of the image layout and position of chest radiographs.Methods: This retrospective study used 10 quantitative indices to capture subjective perceptions of radiologists r...

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Detalles Bibliográficos
Publicado en:European Radiology Vol. 32; no. 11; pp. 7680 - 7691
Autores principales: Meng, Yu, Ruan, Jingru, Yang, Bailin, Gao, Yang, Jin, Jianqiu, Dong, Fangfang, Ji, Hongli, He, Linyang, Cheng, Guohua, Gong, Xiangyang
Formato: research Journal Article
Publicado: Springer Nature Nov2022
Acceso en línea:Ver este registro en EBSCOhost