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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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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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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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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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Unsupervised Deep Feature Learning for Deformable Registration of MR Brain Images

Medical Image Computing and Computer-Assisted Intervention – MICCAI 2013, 2013, Vol.16 (Pt 2), p.649-656

2013

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Deep Feature Learning for Knee Cartilage Segmentation Using a Triplanar Convolutional Neural Network

Medical Image Computing and Computer-Assisted Intervention – MICCAI 2013, 2013, Vol.16 (Pt 2), p.246-253

2013

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A Deep Learning Architecture for Image Representation, Visual Interpretability and Automated Basal-Cell Carcinoma Cancer Detection

Medical Image Computing and Computer-Assisted Intervention – MICCAI 2013, 2013, Vol.16 (Pt 2), p.403-410

2013

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Real-Time Accurate 3D Head Tracking and Pose Estimation with Consumer RGB-D Cameras

International journal of computer vision, 2018-04, Vol.126 (2-4), p.158-183

2018

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Deep Voting: A Robust Approach Toward Nucleus Localization in Microscopy Images

Medical Image Computing and Computer-Assisted Intervention – MICCAI 2015, 2015-10, Vol.9351, p.374-382

2015

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Ultrasound confidence maps using random walks

Medical image analysis, 2012-08, Vol.16 (6), p.1101-1112

2012

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Vascular image registration techniques: A living review

Medical image analysis, 2017-01, Vol.35, p.1-17

2017

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Automated Separation of Binary Overlapping Trees in Low-Contrast Color Retinal Images

Medical Image Computing and Computer-Assisted Intervention – MICCAI 2013, 2013, Vol.16 (Pt 2), p.436-443

2013

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A Global Approach for Automatic Fibroscopic Video Mosaicing in Minimally Invasive Diagnosis

Medical Image Computing and Computer-Assisted Intervention – MICCAI 2008, 2008, Vol.11 (Pt 1), p.850-857

2008

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Multi-organ Segmentation Based on Spatially-Divided Probabilistic Atlas from 3D Abdominal CT Images

Medical Image Computing and Computer-Assisted Intervention – MICCAI 2013, 2013, Vol.16 (Pt 2), p.165-172

2013

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Beyond Classification: Structured Regression for Robust Cell Detection Using Convolutional Neural Network

Medical Image Computing and Computer-Assisted Intervention – MICCAI 2015, 2015-10, Vol.9351, p.358-365

2015

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Segmentation by retrieval with guided random walks: Application to left ventricle segmentation in MRI

Medical image analysis, 2013-02, Vol.17 (2), p.236-253

2013

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Mitosis Detection in Breast Cancer Histology Images with Deep Neural Networks

Medical Image Computing and Computer-Assisted Intervention – MICCAI 2013, 2013, Vol.16 (Pt 2), p.411-418

2013

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Automated CT Segmentation of Diseased Hip Using Hierarchical and Conditional Statistical Shape Models

Medical Image Computing and Computer-Assisted Intervention – MICCAI 2013, 2013, Vol.16 (Pt 2), p.190-197

2013

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Harmonizing Diffusion MRI Data Across Multiple Sites and Scanners

Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2015, 2015-10, Vol.9349, p.12-19

2015

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Interventional Photoacoustic Imaging of the Human Placenta with Ultrasonic Tracking for Minimally Invasive Fetal Surgeries

Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2015, 2015-10, Vol.9349, p.371-378

2015

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Vertebrae Localization in Pathological Spine CT via Dense Classification from Sparse Annotations

Medical Image Computing and Computer-Assisted Intervention – MICCAI 2013, 2013, Vol.16 (Pt 2), p.262-270

2013

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Survival analysis for high-dimensional, heterogeneous medical data: exploring feature extraction as an alternative to feature selection

Artificial intelligence in medicine, 2016-09, Vol.72, p.1-11

2016

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Extracting Brain Regions from Rest fMRI with Total-Variation Constrained Dictionary Learning

Medical Image Computing and Computer-Assisted Intervention – MICCAI 2013, 2013, Vol.16 (Pt 2), p.607-615

2013

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Deep Learning-Based Feature Representation for AD/MCI Classification

Medical Image Computing and Computer-Assisted Intervention – MICCAI 2013, 2013, Vol.16 (Pt 2), p.583-590

2013

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Robust and Accurate Coronary Artery Centerline Extraction in CTA by Combining Model-Driven and Data-Driven Approaches

Medical Image Computing and Computer-Assisted Intervention – MICCAI 2013, 2013, Vol.16 (Pt 3), p.74-81

2013

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Dense image registration through MRFs and efficient linear programming

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

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

Feature-Driven Direct Non-Rigid Image Registration

Unsupervised Deep Feature Learning for Deformable Registration of MR Brain Images

Deep Feature Learning for Knee Cartilage Segmentation Using a Triplanar Convolutional Neural Network

A Deep Learning Architecture for Image Representation, Visual Interpretability and Automated Basal-Cell Carcinoma Cancer Detection

Real-Time Accurate 3D Head Tracking and Pose Estimation with Consumer RGB-D Cameras

Deep Voting: A Robust Approach Toward Nucleus Localization in Microscopy Images

Ultrasound confidence maps using random walks

Vascular image registration techniques: A living review

Automated Separation of Binary Overlapping Trees in Low-Contrast Color Retinal Images

A Global Approach for Automatic Fibroscopic Video Mosaicing in Minimally Invasive Diagnosis

Multi-organ Segmentation Based on Spatially-Divided Probabilistic Atlas from 3D Abdominal CT Images

Beyond Classification: Structured Regression for Robust Cell Detection Using Convolutional Neural Network

Segmentation by retrieval with guided random walks: Application to left ventricle segmentation in MRI

Mitosis Detection in Breast Cancer Histology Images with Deep Neural Networks

Automated CT Segmentation of Diseased Hip Using Hierarchical and Conditional Statistical Shape Models

Harmonizing Diffusion MRI Data Across Multiple Sites and Scanners

Interventional Photoacoustic Imaging of the Human Placenta with Ultrasonic Tracking for Minimally Invasive Fetal Surgeries

Vertebrae Localization in Pathological Spine CT via Dense Classification from Sparse Annotations

Survival analysis for high-dimensional, heterogeneous medical data: exploring feature extraction as an alternative to feature selection

Extracting Brain Regions from Rest fMRI with Total-Variation Constrained Dictionary Learning

Deep Learning-Based Feature Representation for AD/MCI Classification

Robust and Accurate Coronary Artery Centerline Extraction in CTA by Combining Model-Driven and Data-Driven Approaches

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