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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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Библиографические подробности
Опубликовано в: :PeerJ
Главные авторы: Rajaraman, Sivaramakrishnan, Kim, Incheol, Antani, Sameer K.
Формат: Artigo
Язык:Inglês
Опубликовано: PeerJ Inc. 2020
Предметы:
Online-ссылка:https://ncbi.nlm.nih.gov/pmc/articles/PMC7083159/
https://ncbi.nlm.nih.gov/pubmed/32211231
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.7717/peerj.8693
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