Robust Boundary Segmentation in Medical Images Using a Consecutive Deep Encoder-Decoder Network

Image segmentation is typically used to locate objects and boundaries. It is essential in many clinical applications, such as the pathological diagnosis of hepatic diseases, surgical planning, and postoperative assessment. The segmentation task is hampered by fuzzy boundaries, complex backgrounds, a...

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Hlavní autoři:	Ngoc-Quang Nguyen, Sang-Woong Lee
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	IEEE 2019-01-01
Edice:	IEEE Access
Témata:	Image segmentation medical image segmentation encoder-decoder network boundary segmentation continuous network deep convolutional neural network
On-line přístup:	https://ieeexplore.ieee.org/document/8664145/
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