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Convolutional Neural Network-Based Humerus Segmentation and Application to Bone Mineral Density Estimation from Chest X-ray Images of Critical Infants

Measuring bone mineral density (BMD) is important for surveying osteopenia in premature infants. However, the clinical availability of dual-energy X-ray absorptiometry (DEXA) for standard BMD measurement is very limited, and it is not a practical technique for critically premature infants. Developin...

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Detalles Bibliográficos
Autores principales: Liu, Yung-Chun, Lin, Yung-Chieh, Tsai, Pei-Yin, Iwata, Osuke, Chuang, Chuew-Chuen, Huang, Yu-Han, Tsai, Yi-Shan, Sun, Yung-Nien
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7759858/
https://www.ncbi.nlm.nih.gov/pubmed/33266167
http://dx.doi.org/10.3390/diagnostics10121028