Enhancement of Perivascular Spaces Using Densely Connected Deep Convolutional Neural Network

Enhancement of Perivascular Spaces Using Densely Connected Deep Convolutional Neural Network

Perivascular spaces (PVS) in the human brain are related to various brain diseases. However, it is difficult to quantify them due to their thin and blurry appearance. In this paper, we introduce a deep-learning-based method, which can enhance a magnetic resonance (MR) image to better visualize the P...

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Bibliographic Details
Main Authors: Euijin Jung, Philip Chikontwe, Xiaopeng Zong, Weili Lin, Dinggang Shen, Sang Hyun Park
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Perivascular spaces
MRI enhancement
deep convolutional neural network
densely connected network
skip connections
Online Access:https://ieeexplore.ieee.org/document/8632900/

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