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12/03/2022
Active learning using adaptable task-based prioritisation
Supervised machine learning-based medical image computing applications n...
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10/12/2021
Voice-assisted Image Labelling for Endoscopic Ultrasound Classification using Neural Networks
Ultrasound imaging is a commonly used technology for visualising patient...
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11/04/2020
DeepReg: a deep learning toolkit for medical image registration
DeepReg (https://github.com/DeepRegNet/DeepReg) is a community-supported...
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10/06/2020
Assisted Probe Positioning for Ultrasound Guided Radiotherapy Using Image Sequence Classification
Effective transperineal ultrasound image guidance in prostate external b...
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08/20/2020
Image quality assessment for closed-loop computer-assisted lung ultrasound
We describe a novel, two-stage computer assistance system for lung anoma...
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07/09/2018
Weakly-Supervised Convolutional Neural Networks for Multimodal Image Registration
One of the fundamental challenges in supervised learning for multimodal ...
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05/27/2018
Adversarial Deformation Regularization for Training Image Registration Neural Networks
We describe an adversarial learning approach to constrain convolutional ...
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12/18/2017
Automatic segmentation method of pelvic floor levator hiatus in ultrasound using a self-normalising neural network
Segmentation of the levator hiatus in ultrasound allows to extract biome...
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11/05/2017