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Data Augmentation Based on Substituting Regional MRIs Volume Scores

Due to difficulties in collecting sufficient training data, recent advances in neural-network-based methods have not been fully explored in the analysis of brain Magnetic Resonance Imaging (MRI). A possible solution to the limited-data issue is to augment the training set with synthetically generate...

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Detalhes bibliográficos
Publicado no:Large Scale Annot Biomed Data Export Label Synth Hardw Aware Learn Med Imaging Comput Assist Interv (2019)
Main Authors: Leng, Tuo, Zhao, Qingyu, Yang, Chao, Lu, Zhufu, Adeli, Ehsan, Pohl, Kilian M.
Formato: Artigo
Idioma:Inglês
Publicado em: 2019
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7486010/
https://ncbi.nlm.nih.gov/pubmed/32924031
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/978-3-030-33642-4_4
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