Boundary-aware feature and prediction refinement for polyp segmentation

Polyp segmentation from colonoscopy videos is an essential task in medical image processing for detecting early cancer. However, segmenting a precise boundary is still challenging, even with powerful deep neural networks. We consider the difficulty can be caused by: (1) the ambiguity boundary and (2...

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Vydané v:	Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization Ročník 11; číslo 4; s. 1187 - 1196
Hlavní autori:	Qiu, Jie, Hayashi, Yuichiro, Oda, Masahiro, Kitasaka, Takayuki, Mori, Kensaku
Médium:	Journal Article
Jazyk:	English Japanese
Vydavateľské údaje:	Taylor & Francis 04.07.2023 Informa UK Limited
Predmet:	boundary-aware consistency learning Polyp segmentation
ISSN:	2168-1163, 2168-1171
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