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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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Podrobná bibliografie
Vydáno v:IEEE Access
Hlavní autoři: JUNG, EUIJIN, CHIKONTWE, PHILIP, ZONG, XIAOPENG, LIN, WEILI, SHEN, DINGGANG, PARK, SANG HYUN
Médium: Artigo
Jazyk:Inglês
Vydáno: 2019
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC6448784/
https://ncbi.nlm.nih.gov/pubmed/30956927
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/ACCESS.2019.2896911
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