Knee joint segmentation based on deep learning and label fusion techniques

• Main Author: Κελλάρη, Ασπασία
• Other Authors: Kellari, Aspasia
• Language: English
• Published: 2020
• Subjects: Image segmentation; Convolutional neural networks; Label fusion; Image registration; MRI; Τμηματοποίηση εικόνας; Συνελικτικά νευρωνικά δίκτυα

Image segmentation, the process of delineating objects and other regions of interest within an image, plays an important role in the medical field. The ability to accurately partition an anatomical structure into different regions is essential in numerous biomedical applications and can aid the...