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Found 3 papers, 1 papers with code
SPANet: Frequency-balancing Token Mixer using Spectral Pooling Aggregation Modulation
Recent studies show that self-attentions behave like low-pass filters (as opposed to convolutions) and enhancing their high-pass filtering capability improves model performance.
CycleMorph: Cycle Consistent Unsupervised Deformable Image Registration
However, the existing deep learning methods still have limitation in the preservation of original topology during the deformation with registration vector fields.
Unsupervised Deformable Image Registration Using Cycle-Consistent CNN
Medical image registration is one of the key processing steps for biomedical image analysis such as cancer diagnosis.
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