PFEMed: Few-shot medical image classification using prior guided feature enhancement

•A novel dual-encoder architecture is introduced to extract feature representation.•To our knowledge, we are the first to investigate the proposed VAE model.•We present a novel method to initialize the priors estimated in the VAE module.•Proposed approach will help medical industry utilize knowledge...

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Bibliographic Details

Published in:	Pattern recognition Vol. 134; p. 109108
Main Authors:	Dai, Zhiyong, Yi, Jianjun, Yan, Lei, Xu, Qingwen, Hu, Liang, Zhang, Qi, Li, Jiahui, Wang, Guoqiang
Format:	Journal Article
Language:	English
Published:	Elsevier Ltd 01.02.2023
Subjects:	Deep learning Domain adaption Few-shot learning Medical image classification Variational autoencoder Deep learning Variational autoencoder Few-shot learning Medical image classification Domain adaption
ISSN:	0031-3203, 1873-5142
Online Access:	Get full text
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