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08/22/2022
Anatomy-Aware Contrastive Representation Learning for Fetal Ultrasound
Self-supervised contrastive representation learning offers the advantage...
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07/26/2022
Multimodal-GuideNet: Gaze-Probe Bidirectional Guidance in Obstetric Ultrasound Scanning
Eye trackers can provide visual guidance to sonographers during ultrasou...
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08/19/2020
Self-Supervised Ultrasound to MRI Fetal Brain Image Synthesis
Fetal brain magnetic resonance imaging (MRI) offers exquisite images of ...
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08/14/2020
Self-supervised Contrastive Video-Speech Representation Learning for Ultrasound
In medical imaging, manual annotations can be expensive to acquire and s...
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07/08/2020
Automatic Probe Movement Guidance for Freehand Obstetric Ultrasound
We present the first system that provides real-time probe movement guida...
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02/28/2020
Self-supervised Representation Learning for Ultrasound Video
Recent advances in deep learning have achieved promising performance for...
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01/22/2020
Discovering Salient Anatomical Landmarks by Predicting Human Gaze
Anatomical landmarks are a crucial prerequisite for many medical imaging...
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11/18/2019
Automated fetal brain extraction from clinical Ultrasound volumes using 3D Convolutional Neural Networks
To improve the performance of most neuroimiage analysis pipelines, brain...
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09/08/2019
Anatomy-Aware Self-supervised Fetal MRI Synthesis from Unpaired Ultrasound Images
Fetal brain magnetic resonance imaging (MRI) offers exquisite images of ...
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03/07/2019