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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Detalles Bibliográficos
Autores principales: Liu, Siyuan, Thung, Kim-Han, Lin, Weili, Shen, Dinggang, Yap, Pew-Thian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2020
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7606371/
https://www.ncbi.nlm.nih.gov/pubmed/32746115
http://dx.doi.org/10.1109/TMI.2020.3002708

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7606371/
https://www.ncbi.nlm.nih.gov/pubmed/32746115
http://dx.doi.org/10.1109/TMI.2020.3002708

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