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Detection and visualization of abnormality in chest radiographs using modality-specific convolutional neural network ensembles

Convolutional neural networks (CNNs) trained on natural images are extremely successful in image classification and localization due to superior automated feature extraction capability. In extending their use to biomedical recognition tasks, it is important to note that visual features of medical im...

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Detalles Bibliográficos
Autores principales: Rajaraman, Sivaramakrishnan, Kim, Incheol, Antani, Sameer K.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: PeerJ Inc. 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7083159/
https://www.ncbi.nlm.nih.gov/pubmed/32211231
http://dx.doi.org/10.7717/peerj.8693