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Longitudinal Prediction of Infant Diffusion MRI Data via Graph Convolutional Adversarial Networks

Missing data is a common problem in longitudinal studies due to subject dropouts and failed scans. We present a graph-based convolutional neural network to predict missing diffusion MRI data. In particular, we consider the relationships between sampling points in the spatial domain and the diffusion...

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Detalles Bibliográficos
Publicado en:IEEE Trans Med Imaging
Autores principales: Hong, Yoonmi, Kim, Jaeil, Chen, Geng, Lin, Weili, Yap, Pew-Thian, Shen, Dinggang
Formato: Artigo
Lenguaje:Inglês
Publicado: 2019
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Acceso en línea:https://ncbi.nlm.nih.gov/pmc/articles/PMC6935161/
https://ncbi.nlm.nih.gov/pubmed/30990424
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/TMI.2019.2911203
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