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Multiple Sclerosis Identification by 14-Layer Convolutional Neural Network With Batch Normalization, Dropout, and Stochastic Pooling

Aim: Multiple sclerosis is a severe brain and/or spinal cord disease. It may lead to a wide range of symptoms. Hence, the early diagnosis and treatment is quite important. Method: This study proposed a 14-layer convolutional neural network, combined with three advanced techniques: batch normalizatio...

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Bibliografske podrobnosti
izdano v:Front Neurosci
Main Authors: Wang, Shui-Hua, Tang, Chaosheng, Sun, Junding, Yang, Jingyuan, Huang, Chenxi, Phillips, Preetha, Zhang, Yu-Dong
Format: Artigo
Jezik:Inglês
Izdano: Frontiers Media S.A. 2018
Teme:
Online dostop:https://ncbi.nlm.nih.gov/pmc/articles/PMC6236001/
https://ncbi.nlm.nih.gov/pubmed/30467462
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fnins.2018.00818
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