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Autoencoders for unsupervised anomaly segmentation in brain MR images: A comparative study

Medical image analysis, 2021-04, Vol.69, p.101952-101952, Article 101952

2021

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Learning 3D Semantic Scene Graphs with Instance Embeddings

International journal of computer vision, 2022-03, Vol.130 (3), p.630-651

2022

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Deep Residual Learning for Instrument Segmentation in Robotic Surgery

Machine Learning in Medical Imaging, 2019, p.566-573

2019

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Deep Learning of Local RGB-D Patches for 3D Object Detection and 6D Pose Estimation

Computer Vision - ECCV 2016, 2016, Vol.9907, p.205-220

2016

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Distortion-Aware Convolutional Filters for Dense Prediction in Panoramic Images

Computer Vision - ECCV 2018, 2018, Vol.11220, p.732-750

2018

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Hough-CNN: Deep learning for segmentation of deep brain regions in MRI and ultrasound

Computer vision and image understanding, 2017-11, Vol.164, p.92-102

2017

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Human skeleton tracking from depth data using geodesic distances and optical flow

Image and vision computing, 2012-03, Vol.30 (3), p.217-226

2012

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Dense image registration through MRFs and efficient linear programming

Medical image analysis, 2008-12, Vol.12 (6), p.731-741

2008

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Statistical modeling and recognition of surgical workflow

Medical image analysis, 2012-04, Vol.16 (3), p.632-641

2012

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Automatic CT-ultrasound registration for diagnostic imaging and image-guided intervention

Medical image analysis, 2008-10, Vol.12 (5), p.577-585

2008

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Towards Fully Automatic X-Ray to CT Registration

Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019, Vol.11769, p.631-639

2019

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Joint motion boundary detection and CNN-based feature visualization for video object segmentation

Neural computing & applications, 2020-04, Vol.32 (8), p.4073-4091

2020

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Recognizing multiple human activities and tracking full-body pose in unconstrained environments

Pattern recognition, 2012, Vol.45 (1), p.11-23

2012

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Data-driven estimation of cardiac electrical diffusivity from 12-lead ECG signals

Medical image analysis, 2014-12, Vol.18 (8), p.1361-1376

2014

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Entropy and Laplacian images: Structural representations for multi-modal registration

Medical image analysis, 2012-01, Vol.16 (1), p.1-17

2012

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Mini gamma cameras for intra-operative nuclear tomographic reconstruction

Medical image analysis, 2014-12, Vol.18 (8), p.1329-1336

2014

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The 2D analytic signal for envelope detection and feature extraction on ultrasound images

Medical image analysis, 2012-08, Vol.16 (6), p.1073-1084

2012

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Technical Demonstration on Model Based Training, Detection and Pose Estimation of Texture-Less 3D Objects in Heavily Cluttered Scenes

Computer Vision – ECCV 2012. Workshops and Demonstrations, 2012, p.593-596

2012

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Learning Real-Time Perspective Patch Rectification

International journal of computer vision, 2011-01, Vol.91 (1), p.107-130

2011

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GANs for medical image analysis

Artificial intelligence in medicine, 2020-09, Vol.109, p.101938-101938, Article 101938

2020

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Robotic ultrasound imaging: State-of-the-art and future perspectives

Medical image analysis, 2023-10, Vol.89, p.102878-102878, Article 102878

2023

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Unsupervised pre-training of graph transformers on patient population graphs

Medical image analysis, 2023-10, Vol.89, p.102895-102895, Article 102895

2023

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Multiple-Activity Human Body Tracking in Unconstrained Environments

Articulated Motion and Deformable Objects, 2010, p.192-202

2010

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Feature-Driven Direct Non-Rigid Image Registration

International journal of computer vision, 2011-05, Vol.93 (1), p.33-52

2011

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‘Squeeze & excite’ guided few-shot segmentation of volumetric images

Medical image analysis, 2020-01, Vol.59, p.101587-101587, Article 101587

2020

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Autoencoders for unsupervised anomaly segmentation in brain MR images: A comparative study

Learning 3D Semantic Scene Graphs with Instance Embeddings

Deep Residual Learning for Instrument Segmentation in Robotic Surgery

Deep Learning of Local RGB-D Patches for 3D Object Detection and 6D Pose Estimation

Distortion-Aware Convolutional Filters for Dense Prediction in Panoramic Images

Hough-CNN: Deep learning for segmentation of deep brain regions in MRI and ultrasound

Human skeleton tracking from depth data using geodesic distances and optical flow

Dense image registration through MRFs and efficient linear programming

Statistical modeling and recognition of surgical workflow

Automatic CT-ultrasound registration for diagnostic imaging and image-guided intervention

Towards Fully Automatic X-Ray to CT Registration

Joint motion boundary detection and CNN-based feature visualization for video object segmentation

Recognizing multiple human activities and tracking full-body pose in unconstrained environments

Data-driven estimation of cardiac electrical diffusivity from 12-lead ECG signals

Entropy and Laplacian images: Structural representations for multi-modal registration

Mini gamma cameras for intra-operative nuclear tomographic reconstruction

The 2D analytic signal for envelope detection and feature extraction on ultrasound images

Technical Demonstration on Model Based Training, Detection and Pose Estimation of Texture-Less 3D Objects in Heavily Cluttered Scenes

Learning Real-Time Perspective Patch Rectification

GANs for medical image analysis

Robotic ultrasound imaging: State-of-the-art and future perspectives

Unsupervised pre-training of graph transformers on patient population graphs

Multiple-Activity Human Body Tracking in Unconstrained Environments

Feature-Driven Direct Non-Rigid Image Registration

‘Squeeze & excite’ guided few-shot segmentation of volumetric images

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