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Hierarchical Nonlocal Residual Networks for Image Quality Assessment of Pediatric Diffusion MRI with Limited and Noisy Annotations

Fast and automated image quality assessment (IQA) for diffusion MR images is a crucial step for swiftly making a rescan decision during or after the scanning session. However, learning a model for this task is challenging as the number of annotated data is limited and the annotation labels might not...

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Detalhes bibliográficos
Publicado no:IEEE Trans Med Imaging
Main Authors: Liu, Siyuan, Thung, Kim-Han, Lin, Weili, Shen, Dinggang, Yap, Pew-Thian
Formato: Artigo
Idioma:Inglês
Publicado em: 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7606371/
https://ncbi.nlm.nih.gov/pubmed/32746115
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/TMI.2020.3002708
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