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06/22/2022
SVoRT: Iterative Transformer for Slice-to-Volume Registration in Fetal Brain MRI
Volumetric reconstruction of fetal brains from multiple stacks of MR sli...
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06/23/2021
STRESS: Super-Resolution for Dynamic Fetal MRI using Self-Supervised Learning
Fetal motion is unpredictable and rapid on the scale of conventional MR ...
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06/23/2021
Deformed2Self: Self-Supervised Denoising for Dynamic Medical Imaging
Image denoising is of great importance for medical imaging system, since...
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06/16/2021
Multi-scale Neural ODEs for 3D Medical Image Registration
Image registration plays an important role in medical image analysis. Co...
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07/16/2020
Enhanced detection of fetal pose in 3D MRI by Deep Reinforcement Learning with physical structure priors on anatomy
Fetal MRI is heavily constrained by unpredictable and substantial fetal ...
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06/23/2020
Semi-Supervised Learning for Fetal Brain MRI Quality Assessment with ROI consistency
Fetal brain MRI is useful for diagnosing brain abnormalities but is chal...
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07/10/2019
Fetal Pose Estimation in Volumetric MRI using a 3D Convolution Neural Network
The performance and diagnostic utility of magnetic resonance imaging (MR...
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12/12/2017