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eess.IV2020★ 4 cited
3D B-mode ultrasound speckle reduction using deep learning for 3D registration applications
Hongliang Li, Tal Mezheritsky, Liset Vazquez Romaguera +1
Ultrasound (US) speckles are granular patterns which can impede image post-processing tasks, such as image segmentation and registration. Conventional filtering approaches are comm…
eess.IV2020
Spatiotemporal motion prediction in free-breathing liver scans via a recurrent multi-scale encoder decoder
Liset Vázquez Romaguera, Rosalie Plantefève, Samuel Kadoury
In this work we propose a multi-scale recurrent encoder-decoder architecture to predict the breathing induced organ deformation in future frames. The model was trained end-to-end f…