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Bone age assessment based on deep neural networks with annotation-free cascaded critical bone region extraction

Bone age assessment (BAA) from hand radiographs is crucial for diagnosing endocrinology disorders in adolescents and supplying therapeutic investigation. In practice, due to the conventional clinical assessment being a subjective estimation, the accuracy of BAA relies highly on the pediatrician'...

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Detalles Bibliográficos
Autores principales: Li, Zhangyong, Chen, Wang, Ju, Yang, Chen, Yong, Hou, Zhengjun, Li, Xinwei, Jiang, Yuhao
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10017763/
https://www.ncbi.nlm.nih.gov/pubmed/36937708
http://dx.doi.org/10.3389/frai.2023.1142895