Multiple Sclerosis Detection via 6-layer Stochastic Pooling Convolutional Neural Network and Multiple-way Data Augmentation

Multiple Sclerosis Detection via 6-layer Stochastic Pooling Convolutional Neural Network and Multiple-way Data Augmentation

Multiple sclerosis is one of most widespread autoimmune neuroinflammatory diseases which mainly damages body function such as movement, sensation, and vision. Despite of conventional clinical presentation, brain magnetic resonance imaging of white matter lesions is often applied to diagnose multiple...

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Bibliographic Details
Main Authors: Jian Wang, Dimas Lima
Format: Article
Language:English
Published: Innovation Publishing House Pte. Ltd. 2021-09-01
Series:STEMedicine
Subjects:
Multiple sclerosis
Convolutional neural network
Stochastic pooling
Data augmentation
Magnetic resonance imaging
Online Access:https://stemedicine.org/index.php/stem/article/view/101

Internet

https://stemedicine.org/index.php/stem/article/view/101

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