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07/13/2023
AnyStar: Domain randomized universal star-convex 3D instance segmentation
Star-convex shapes arise across bio-microscopy and radiology in the form...
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08/04/2022
Automatic Segmentation of the Placenta in BOLD MRI Time Series
Blood oxygen level dependent (BOLD) MRI with maternal hyperoxia can asse...
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11/15/2021
Volumetric Parameterization of the Placenta to a Flattened Template
We present a volumetric mesh-based algorithm for parameterizing the plac...
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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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03/18/2021
Equivariant Filters for Efficient Tracking in 3D Imaging
We demonstrate an object tracking method for 3D images with fixed comput...
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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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03/12/2019