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11/22/2021
Deformable Image Registration with Deep Network Priors: a Study on Longitudinal PET Images
Longitudinal image registration is challenging and has not yet benefited...
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09/02/2019
Kidney tumor segmentation using an ensembling multi-stage deep learning approach. A contribution to the KiTS19 challenge
Precise characterization of the kidney and kidney tumor characteristics ...
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10/29/2018
Unsupervised Data Selection for Supervised Learning
Recent research put a big effort in the development of deep learning arc...
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10/25/2018
Training of a Skull-Stripping Neural Network with efficient data augmentation
Skull-stripping methods aim to remove the non-brain tissue from acquisit...
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09/11/2018
Convolutional Neural Networks for the segmentation of microcalcification in Mammography Imaging
Cluster of microcalcifications can be an early sign of breast cancer. In...
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07/02/2018