Two‐dimensional medical image segmentation based on U‐shaped structure

With rapid developments in convolutional neural networks for image processing, deep learning methods based on pixel classification have been extensively applied in medical image segmentation. One popular strategy for such tasks is the encoder‐decoder‐based U‐Net architecture and its variants. Most s...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	International journal of imaging systems and technology Jg. 34; H. 1
Hauptverfasser:	Cai, Sijing, Xiao, Yuwei, Wang, Yanyu
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Hoboken, USA John Wiley & Sons, Inc 01.01.2024 Wiley Subscription Services, Inc
Schlagworte:	Artificial neural networks Coders deep learning Feature extraction Image processing Image resolution Image segmentation Lesions Machine learning medical image segmentation Medical imaging Modules Spatial data U‐net
ISSN:	0899-9457, 1098-1098
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!