Nailfold Microhemorrhage Segmentation with Modified U-Shape Convolutional Neural Network

Nailfold Microhemorrhage Segmentation with Modified U-Shape Convolutional Neural Network

Nailfold capillaroscopy is a reliable way to detect and analyze microvascular abnormalities. It is safe, simple, noninvasive, and inexpensive. Among all the capillaroscopic abnormalities, nailfold microhemorrhages are closely associated with early vascular damages and might be present in numerous di...

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Bibliographic Details
Main Authors: Ruiqi Liu, Jing Tian, Yuemei Li, Na Chen, Jianshe Yan, Taihao Li, Shupeng Liu
Format: Article
Language:English
Published: MDPI AG 2022-05-01
Series:Applied Sciences
Subjects:
nailfold microhemorrhages
semantic segmentation
attention
group normalization
Online Access:https://www.mdpi.com/2076-3417/12/10/5068

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