Ankle Fracture Detection Utilizing a Convolutional Neural Network Ensemble Implemented with a Small Sample, De Novo Training, and Multiview Incorporation.

To determine whether we could train convolutional neural network (CNN) models de novo with a small dataset, a total of 596 normal and abnormal ankle cases were collected and processed. Single- and multiview models were created to determine the effect of multiple views. Data augmentation was performe...

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Detalles Bibliográficos
Publicado en:Journal of Digital Imaging Vol. 32; no. 4; pp. 672 - 678
Autores principales: Kitamura, Gene, Chung, Chul Y., Moore II, Barry E.
Formato: research tables/charts Journal Article
Publicado: Springer Nature Aug2019
Acceso en línea:Ver este registro en EBSCOhost