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A rotation and translation invariant method for 3D organ image classification using deep convolutional neural networks

Three-dimensional (3D) medical image classification is useful in applications such as disease diagnosis and content-based medical image retrieval. It is a challenging task due to several reasons. First, image intensity values are vastly different depending on the image modality. Second, intensity va...

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Veröffentlicht in:PeerJ Comput Sci
Hauptverfasser: Islam, Kh Tohidul, Wijewickrema, Sudanthi, O’Leary, Stephen
Format: Artigo
Sprache:Inglês
Veröffentlicht: PeerJ Inc. 2019
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7924426/
https://ncbi.nlm.nih.gov/pubmed/33816834
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.7717/peerj-cs.181
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