Novel Deep Learning Network Analysis of Electrical Stimulation Mapping-driven Diffusion MRI Tractography to Improve Preoperative Evaluation of Pediatric Epilepsy

OBJECTIVE: To investigate the clinical utility of deep convolutional neural network (DCNN) tract classification as a new imaging tool in the preoperative evaluation of children with focal epilepsy (FE). METHODS: A DCNN tract classification deeply learned spatial trajectories of DWI white matter path...

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Bibliographic Details
Published in:IEEE Trans Biomed Eng
Main Authors: Lee, Min-Hee, Sonoda, Masaki, Kuroda, Naoto, O’Hara, Nolan, Dong, Ming, Juhasz, Csaba, Asano, Eishi, Jeong, Jeong-Won
Format: Artigo
Language:Inglês
Published: 2020
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Article
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC7598774/
https://ncbi.nlm.nih.gov/pubmed/32142416
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/TBME.2020.2977531
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