Image Quality Control in Lumbar Spine Radiography Using Enhanced U-Net Neural Networks

PURPOSE: To standardize the radiography imaging procedure, an image quality control framework using the deep learning technique was developed to segment and evaluate lumbar spine x-ray images according to a defined quality control standard. MATERIALS AND METHODS: A dataset comprising anteroposterior...

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Detalles Bibliográficos
Autores principales: Chen, Xiao, Deng, Qingshan, Wang, Qiang, Liu, Xinmiao, Chen, Lei, Liu, Jinjin, Li, Shuangquan, Wang, Meihao, Cao, Guoquan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Public Health
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9087032/
https://www.ncbi.nlm.nih.gov/pubmed/35558524
http://dx.doi.org/10.3389/fpubh.2022.891766

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9087032/
https://www.ncbi.nlm.nih.gov/pubmed/35558524
http://dx.doi.org/10.3389/fpubh.2022.891766

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