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09/15/2023
Unified Brain MR-Ultrasound Synthesis using Multi-Modal Hierarchical Representations
We introduce MHVAE, a deep hierarchical variational auto-encoder (VAE) t...
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07/06/2021
Double-Uncertainty Assisted Spatial and Temporal Regularization Weighting for Learning-based Registration
In order to tackle the difficulty associated with the ill-posed nature o...
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03/20/2020
Do Public Datasets Assure Unbiased Comparisons for Registration Evaluation?
With the increasing availability of new image registration approaches, a...
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08/21/2019
Pilot Study on Verifying the Monotonic Relationship between Error and Uncertainty in Deformable Registration for Neurosurgery
In image-guided neurosurgery, deformable registration currently is not a...
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03/20/2018
A Feature-Driven Active Framework for Ultrasound-Based Brain Shift Compensation
A reliable Ultrasound (US)-to-US registration method to compensate for b...
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03/14/2018