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Topology-inspired Cross-domain Network for Developmental Cervical Stenosis Quantification
However, the vertebral visualization features often lead to abnormal topological structures during keypoint localization, including keypoint distortion with edges and weakly connected structures, which cannot be fully suppressed in either the coordinate or image domain alone.
Multi-domain Integrative Swin Transformer network for Sparse-View Tomographic Reconstruction
To improve image quality from sparse-view data, a Multi-domain Integrative Swin Transformer network (MIST-net) was developed in this article.
Deep Iteration Assisted by Multi-level Obey-pixel Network Discriminator (DIAMOND) for Medical Image Recovery
Image restoration is a typical ill-posed problem, and it contains various tasks.
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