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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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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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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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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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RA-GCN: Graph convolutional network for disease prediction problems with imbalanced data

Medical image analysis, 2022-01, Vol.75, p.102272-102272, Article 102272

2022

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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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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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Vascular image registration techniques: A living review

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

2017

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

Medical Image Computing and Computer-Assisted Intervention – MICCAI 2015, 2015-01, Vol.9351, p.374-382

2015

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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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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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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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Graph-in-Graph (GiG): Learning interpretable latent graphs in non-Euclidean domain for biological and healthcare applications

Medical image analysis, 2023-08, Vol.88, p.102839-102839, Article 102839

2023

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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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Harmonizing Diffusion MRI Data Across Multiple Sites and Scanners

Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2015, 2015-01, Vol.9349, p.12-19

2015

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Representation Learning: A Unified Deep Learning Framework for Automatic Prostate MR Segmentation

Medical Image Computing and Computer-Assisted Intervention – MICCAI 2013, 2013, Vol.16 (Pt 2), p.254-261

2013

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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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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

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

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

Unsupervised Deep Feature Learning for Deformable Registration of MR Brain Images

RA-GCN: Graph convolutional network for disease prediction problems with imbalanced data

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

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

Vascular image registration techniques: A living review

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

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

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

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

Graph-in-Graph (GiG): Learning interpretable latent graphs in non-Euclidean domain for biological and healthcare applications

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

Harmonizing Diffusion MRI Data Across Multiple Sites and Scanners

Representation Learning: A Unified Deep Learning Framework for Automatic Prostate MR Segmentation

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

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