Lumen Contour Segmentation in IVOCT Based on N-type CNN

Lumen Contour Segmentation in IVOCT Based on N-type CNN

Automatic segmentation of lumen contour plays an important role in medical imaging and diagnosis, which is the first step towards the evaluation of morphology of vessels under analysis and the identification of possible atherosclerotic lesions. Meanwhile, quantitative information can only be obtaine...

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Bibliographic Details
Main Authors: Junjie Tang, Yisha Lan, Sirui Chen, Yongshuo Zhong, Chenxi Huang, Yonghong Peng, Qinyuan Liu, Yongqiang Cheng, Fei Chen, Wenliang Che
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
IVOCT image
convolution neural network
cross entropy loss function
automatic segmentation
Online Access:https://ieeexplore.ieee.org/document/8840831/

Internet

https://ieeexplore.ieee.org/document/8840831/

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