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A Framework of Faster CRNN and VGG16-Enhanced Region Proposal Network for Detection and Grade Classification of Knee RA
We developed a framework to detect and grade knee RA using digital X-radiation images and used it to demonstrate the ability of deep learning approaches to detect knee RA using a consensus-based decision (CBD) grading system. The study aimed to evaluate the efficiency with which a deep learning appr...
Autores principales: | Srinivasan, Saravanan, Gunasekaran, Subathra, Mathivanan, Sandeep Kumar, Jayagopal, Prabhu, Khan, Muhammad Attique, Alasiry, Areej, Marzougui, Mehrez, Masood, Anum |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10137623/ https://www.ncbi.nlm.nih.gov/pubmed/37189485 http://dx.doi.org/10.3390/diagnostics13081385 |
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