J. Alison Noble

Cross-Task Representation Learning for Anatomical Landmark Detection

Recently, there is an increasing demand for automatically detecting anat...
09/28/2020 ∙ by Zeyu Fu, et al. ∙ 0 ∙ share

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Longitudinal Image Registration with Temporal-order and Subject-specificity Discrimination

Morphological analysis of longitudinal MR images plays a key role in mon...
08/29/2020 ∙ by Qianye Yang, et al. ∙ 18 ∙ share

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Self-Supervised Ultrasound to MRI Fetal Brain Image Synthesis

Fetal brain magnetic resonance imaging (MRI) offers exquisite images of ...
08/19/2020 ∙ by Jianbo Jiao, et al. ∙ 0 ∙ share

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Self-supervised Contrastive Video-Speech Representation Learning for Ultrasound

In medical imaging, manual annotations can be expensive to acquire and s...
08/14/2020 ∙ by Jianbo Jiao, et al. ∙ 24 ∙ share

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Automatic Probe Movement Guidance for Freehand Obstetric Ultrasound

We present the first system that provides real-time probe movement guida...
07/08/2020 ∙ by Richard Droste, et al. ∙ 2 ∙ share

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Unified Image and Video Saliency Modeling

Visual saliency modeling for images and videos is treated as two indepen...
03/11/2020 ∙ by Richard Droste, et al. ∙ 2 ∙ share

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Self-supervised Representation Learning for Ultrasound Video

Recent advances in deep learning have achieved promising performance for...
02/28/2020 ∙ by Jianbo Jiao, et al. ∙ 0 ∙ share

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Discovering Salient Anatomical Landmarks by Predicting Human Gaze

Anatomical landmarks are a crucial prerequisite for many medical imaging...
01/22/2020 ∙ by Richard Droste, et al. ∙ 0 ∙ share

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Heterogeneous tissue characterization using ultrasound: a comparison of fractal analysis backscatter models on liver tumors

Assessing tumor tissue heterogeneity via ultrasound has recently been su...
12/20/2019 ∙ by Omar S. Al-Kadi, et al. ∙ 31 ∙ share

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Anatomy-Aware Self-supervised Fetal MRI Synthesis from Unpaired Ultrasound Images

Fetal brain magnetic resonance imaging (MRI) offers exquisite images of ...
09/08/2019 ∙ by Jianbo Jiao, et al. ∙ 0 ∙ share

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UPI-Net: Semantic Contour Detection in Placental Ultrasound

Semantic contour detection is a challenging problem that is often met in...
08/31/2019 ∙ by Huan Qi, et al. ∙ 0 ∙ share

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Conditional Segmentation in Lieu of Image Registration

Classical pairwise image registration methods search for a spatial trans...
06/30/2019 ∙ by Yipeng Hu, et al. ∙ 0 ∙ share

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Ultrasound Image Representation Learning by Modeling Sonographer Visual Attention

Image representations are commonly learned from class labels, which are ...
03/07/2019 ∙ by Richard Droste, et al. ∙ 0 ∙ share

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Weakly-Supervised Convolutional Neural Networks for Multimodal Image Registration

One of the fundamental challenges in supervised learning for multimodal ...
07/09/2018 ∙ by Yipeng Hu, et al. ∙ 8 ∙ share

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Adversarial Deformation Regularization for Training Image Registration Neural Networks

We describe an adversarial learning approach to constrain convolutional ...
05/27/2018 ∙ by Yipeng Hu, et al. ∙ 0 ∙ share

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Label-driven weakly-supervised learning for multimodal deformable image registration

Spatially aligning medical images from different modalities remains a ch...
11/05/2017 ∙ by Yipeng Hu, et al. ∙ 0 ∙ share

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Omega-Net: Fully Automatic, Multi-View Cardiac MR Detection, Orientation, and Segmentation with Deep Neural Networks

Pixelwise segmentation of the left ventricular (LV) myocardium and the f...
11/03/2017 ∙ by Davis M. Vigneault, et al. ∙ 0 ∙ share

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Intraoperative Organ Motion Models with an Ensemble of Conditional Generative Adversarial Networks

In this paper, we describe how a patient-specific, ultrasound-probe-indu...
09/05/2017 ∙ by Yipeng Hu, et al. ∙ 0 ∙ share

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Freehand Ultrasound Image Simulation with Spatially-Conditioned Generative Adversarial Networks

Sonography synthesis has a wide range of applications, including medical...
07/17/2017 ∙ by Yipeng Hu, et al. ∙ 0 ∙ share

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Temporal HeartNet: Towards Human-Level Automatic Analysis of Fetal Cardiac Screening Video

We present an automatic method to describe clinically useful information...
07/03/2017 ∙ by Weilin Huang, et al. ∙ 0 ∙ share

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Quantification of Ultrasonic Texture heterogeneity via Volumetric Stochastic Modeling for Tissue Characterization

Intensity variations in image texture can provide powerful quantitative ...
01/14/2016 ∙ by O. S. Al-Kadi, et al. ∙ 0 ∙ share

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J. Alison Noble

Featured Co-authors

Andrew Zisserman

Sébastien Ourselin

Tom Vercauteren

Weilin Huang

Wenqi Li

Weidi Xie

Guotai Wang

Yipeng Hu

Marc Modat

Eli Gibson

Jianbo Jiao

Cross-Task Representation Learning for Anatomical Landmark Detection

Longitudinal Image Registration with Temporal-order and Subject-specificity Discrimination

Self-Supervised Ultrasound to MRI Fetal Brain Image Synthesis

Self-supervised Contrastive Video-Speech Representation Learning for Ultrasound

Automatic Probe Movement Guidance for Freehand Obstetric Ultrasound

Unified Image and Video Saliency Modeling

Self-supervised Representation Learning for Ultrasound Video

Discovering Salient Anatomical Landmarks by Predicting Human Gaze

Heterogeneous tissue characterization using ultrasound: a comparison of fractal analysis backscatter models on liver tumors

Anatomy-Aware Self-supervised Fetal MRI Synthesis from Unpaired Ultrasound Images

UPI-Net: Semantic Contour Detection in Placental Ultrasound

Conditional Segmentation in Lieu of Image Registration

Ultrasound Image Representation Learning by Modeling Sonographer Visual Attention

Weakly-Supervised Convolutional Neural Networks for Multimodal Image Registration

Adversarial Deformation Regularization for Training Image Registration Neural Networks

Label-driven weakly-supervised learning for multimodal deformable image registration

Omega-Net: Fully Automatic, Multi-View Cardiac MR Detection, Orientation, and Segmentation with Deep Neural Networks

Intraoperative Organ Motion Models with an Ensemble of Conditional Generative Adversarial Networks

Freehand Ultrasound Image Simulation with Spatially-Conditioned Generative Adversarial Networks

Temporal HeartNet: Towards Human-Level Automatic Analysis of Fetal Cardiac Screening Video

Quantification of Ultrasonic Texture heterogeneity via Volumetric Stochastic Modeling for Tissue Characterization