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02/25/2023
DeepBrainPrint: A Novel Contrastive Framework for Brain MRI Re-Identification
Recent advances in MRI have led to the creation of large datasets. With ...
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10/17/2022
Deformably-Scaled Transposed Convolution
Transposed convolution is crucial for generating high-resolution outputs...
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06/07/2022
An efficient semi-supervised quality control system trained using physics-based MRI-artefact generators and adversarial training
Large medical imaging data sets are becoming increasingly available. A c...
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12/03/2019
Degenerative Adversarial NeuroImage Nets for 3D Simulations: Application in Longitudinal MRI
The recent success of deep learning together with the availability of la...
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07/05/2019
Degenerative Adversarial NeuroImage Nets: Generating Images that Mimic Disease Progression
Simulating images representative of neurodegenerative diseases is import...
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01/21/2019
Adversarial training with cycle consistency for unsupervised super-resolution in endomicroscopy
In recent years, endomicroscopy has become increasingly used for diagnos...
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03/28/2018
Artificial Intelligence and Robotics
The recent successes of AI have captured the wildest imagination of both...
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03/23/2018