Cerebral Micro-Bleed Detection Based on the Convolution Neural Network With Rank Based Average Pooling

Cerebral Micro-Bleed Detection Based on the Convolution Neural Network With Rank Based Average Pooling

Cerebral micro-bleed (CMB) is small perivascular hemosiderin deposits from leakage through cerebral small vessels. They can result from cerebra-vascular disease, dementia, or simply from normal aging. It can be visualized via the susceptibility weighted imaging (SWI). Based on the SWI, we propose to...

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Bibliographic Details
Main Authors: Shuihua Wang, Yongyan Jiang, Xiaoxia Hou, Hong Cheng, Sidan Du
Format: Article
Language:English
Published: IEEE 2017-01-01
Series:IEEE Access
Subjects:
Convolutional neural network
cerebral micro-bleed
network structure
rank based average pooling
Online Access:https://ieeexplore.ieee.org/document/8013653/

Internet

https://ieeexplore.ieee.org/document/8013653/

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