Hardness Analysis of X-Ray Images for Neural-Network Tuberculosis Diagnosis

We consider the automatic hardness determination of a chest X-ray image and the effect of pre-filtering of the training and validation samples on the performance of the classification algorithm of tuberculosis diagnosis from chest X-rays. Convolutional neural networks are used in automatic hardness...

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Detalles Bibliográficos
Autores principales: Pchelintsev, Ya. A., Khvostikov, A. V., Krylov, A. S., Parolina, L. E., Nikoforova, N. A., Shepeleva, L. P., Prokop’ev, E. S., Farias, M., Yong, Ding
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9838494/
http://dx.doi.org/10.1007/s10598-023-09568-3

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9838494/
http://dx.doi.org/10.1007/s10598-023-09568-3

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