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Active Appearance Model Induced Generative Adversarial Network for Controlled Data Augmentation

Data augmentation is an important strategy for enlarging training datasets in deep learning-based medical image analysis. This is because large, annotated medical datasets are not only difficult and costly to generate, but also quickly become obsolete due to rapid advances in imaging technology. Ima...

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Detalhes bibliográficos
Publicado no:Med Image Comput Comput Assist Interv
Main Authors: Liu, Jianfei, Shen, Christine, Liu, Tao, Aguilera, Nancy, Tam, Johnny
Formato: Artigo
Idioma:Inglês
Publicado em: 2019
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6834374/
https://ncbi.nlm.nih.gov/pubmed/31696163
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/978-3-030-32239-7_23
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