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08/08/2022
NPB-REC: Non-parametric Assessment of Uncertainty in Deep-learning-based MRI Reconstruction from Undersampled Data
Uncertainty quantification in deep-learning (DL) based image reconstruct...
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08/15/2021
NPBDREG: A Non-parametric Bayesian Deep-Learning Based Approach for Diffeomorphic Brain MRI Registration
Quantification of uncertainty in deep-neural-networks (DNN) based image ...
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08/10/2020
Unsupervised Deep-Learning Based Deformable Image Registration: A Bayesian Framework
Unsupervised deep-learning (DL) models were recently proposed for deform...
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08/25/2019
Texture and Structure Two-view Classification of Images
Textural and structural features can be regraded as "two-view" feature s...
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06/16/2019