WGAN-based multi-structure segmentation of vertebral cross-section MRI using ResU-Net and clustered transformer
Sign Up to like & getrecommendations! Published in 2024 at "Scientific Reports"
DOI: 10.1038/s41598-024-79244-y
Abstract: The vertebral foramen, lamina, and vertebral body are three critical components of the spine structure, essential for maintaining spinal connectivity and stability. Accurately segmenting lumbar structures such as the vertebral body, vertebral foramen, and lamina… read more here.
Keywords: segmentation; net clustered; clustered transformer; multi structure ... See more keywords
Intelligent fault diagnosis of double-aligned domain adaptation based on multi-structure fusion and multi-attention mechanism
Sign Up to like & getrecommendations! Published in 2024 at "Measurement Science and Technology"
DOI: 10.1088/1361-6501/ad21d0
Abstract: Currently, most fault diagnosis methods based on domain adaptation (DA) reduce the distribution discrepancy between the source and target domains by aligning their high-dimensional features, but do not consider the impact of the source domain… read more here.
Keywords: multi structure; structure fusion; attention mechanism; double aligned ... See more keywords