Detecting Vascular Bifurcation in IVOCT Images Using Convolutional Neural Networks With Transfer Learning

Detecting Vascular Bifurcation in IVOCT Images Using Convolutional Neural Networks With Transfer Learning

Optical coherence tomography (OCT) technology enables experts to analyze coronary lesions from high-resolution intravascular images. Studies have shown a relationship between vascular bifurcation and a higher occurrence of wall thickening and lesions in these areas. Some level of automation could be...

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Bibliographic Details
Main Authors: Makoto Miyagawa, Marly Guimaraes Fernandes Costa, Marco Antonio Gutierrez, Joao Pedro Guimaraes Fernandes Costa, Cicero Ferreira Fernandes Costa Filho
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Cardiovascular diseases
intravascular optical coherence tomography
bifurcation detection
convolutional neural networks
Online Access:https://ieeexplore.ieee.org/document/8718587/

Internet

https://ieeexplore.ieee.org/document/8718587/

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