A novel Dual-Branch Asymmetric Encoder–Decoder Segmentation Network for accurate colonic crypt segmentation

Colorectal cancer (CRC) is a leading cause of cancer-related deaths, with colonic crypts (CC) being crucial in its development. Accurate segmentation of CC is essential for decisions CRC and developing diagnostic strategies. However, colonic crypts’ blurred boundaries and morphological diversity bri...

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Veröffentlicht in:	Computers in biology and medicine Jg. 173; S. 108354
Hauptverfasser:	Zhou, Jingjun, Xiong, Hong, Liu, Qian
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	United States Elsevier Ltd 01.05.2024 Elsevier Limited
Schlagworte:	Asymmetric encoder–decoder Asymmetry Cancer Coders Colon - diagnostic imaging Colonic crypt segmentation Colorectal cancer Colorectal carcinoma Coping Skills Crypts Diagnostic systems Dual-branch structure Feature extraction Histological image Image Processing, Computer-Assisted Information retrieval Information Storage and Retrieval Internal Medicine Lesions Linear transformations Localization Modules Morphology Multilayer perceptrons Multilayers Neural Networks, Computer Other Probe-based confocal laser endomicroscopy Representations Segmentation Semantics Colonic crypt segmentation Dual-branch structure Asymmetric encoder–decoder Probe-based confocal laser endomicroscopy Histological image
ISSN:	0010-4825, 1879-0534, 1879-0534
Online-Zugang:	Volltext
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