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Concurrent Spatial and Channel ‘Squeeze & Excitation’ in Fully Convolutional Networks

Medical Image Computing and Computer Assisted Intervention – MICCAI 2018, p.421-429

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

Computer Vision – ECCV 2016, p.205-220

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X-ray-transform Invariant Anatomical Landmark Detection for Pelvic Trauma Surgery

Medical Image Computing and Computer Assisted Intervention – MICCAI 2018, p.55-63

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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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Visualization and GPU-accelerated simulation of medical ultrasound from CT images

Computer methods and programs in biomedicine, 2009-06, Vol.94 (3), p.250-266

2009

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Depth Perception – A Major Issue in Medical AR: Evaluation Study by Twenty Surgeons

Medical Image Computing and Computer-Assisted Intervention – MICCAI 2006, 2006, Vol.9 (Pt 1), p.364-372

2006

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Colon Shape Estimation Method for Colonoscope Tracking Using Recurrent Neural Networks

Medical Image Computing and Computer Assisted Intervention – MICCAI 2018, p.176-184

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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, p.593-596

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CNN-SLAM: Real-Time Dense Monocular SLAM with Learned Depth Prediction

2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017, p.6565-6574

2017

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Multiple-Activity Human Body Tracking in Unconstrained Environments

Articulated Motion and Deformable Objects, p.192-202

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U-Net: Convolutional Networks for Biomedical Image Segmentation

Medical Image Computing and Computer-Assisted Intervention – MICCAI 2015, p.234-241

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Inherent Brain Segmentation Quality Control from Fully ConvNet Monte Carlo Sampling

Medical Image Computing and Computer Assisted Intervention – MICCAI 2018, p.664-672

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A dataset and evaluation methodology for template-based tracking algorithms

2009 8th IEEE International Symposium on Mixed and Augmented Reality, 2009, p.145-151

2009

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DeepOrgan: Multi-level Deep Convolutional Networks for Automated Pancreas Segmentation

Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2015, p.556-564

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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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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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Inverse Distance Aggregation for Federated Learning with Non-IID Data

Domain Adaptation and Representation Transfer, and Distributed and Collaborative Learning, p.150-159

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A New and General Method for Blind Shift-Variant Deconvolution of Biomedical Images

Medical Image Computing and Computer-Assisted Intervention – MICCAI 2007, 2007, Vol.10 (Pt 1), p.743-750

2007

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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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Fiducial-Free Registration Procedure for Navigated Bronchoscopy

Medical Image Computing and Computer-Assisted Intervention – MICCAI 2007, 2007, Vol.10 (Pt 1), p.475-482

2007

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Generalizability vs. Robustness: Investigating Medical Imaging Networks Using Adversarial Examples

Medical Image Computing and Computer Assisted Intervention – MICCAI 2018, p.493-501

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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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Concurrent Spatial and Channel ‘Squeeze & Excitation’ in Fully Convolutional Networks

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

X-ray-transform Invariant Anatomical Landmark Detection for Pelvic Trauma Surgery

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

Visualization and GPU-accelerated simulation of medical ultrasound from CT images

Depth Perception – A Major Issue in Medical AR: Evaluation Study by Twenty Surgeons

Colon Shape Estimation Method for Colonoscope Tracking Using Recurrent Neural Networks

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

CNN-SLAM: Real-Time Dense Monocular SLAM with Learned Depth Prediction

Multiple-Activity Human Body Tracking in Unconstrained Environments

U-Net: Convolutional Networks for Biomedical Image Segmentation

Inherent Brain Segmentation Quality Control from Fully ConvNet Monte Carlo Sampling

A dataset and evaluation methodology for template-based tracking algorithms

DeepOrgan: Multi-level Deep Convolutional Networks for Automated Pancreas Segmentation

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

Unsupervised Deep Feature Learning for Deformable Registration of MR Brain Images

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

Inverse Distance Aggregation for Federated Learning with Non-IID Data

A New and General Method for Blind Shift-Variant Deconvolution of Biomedical Images

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

Fiducial-Free Registration Procedure for Navigated Bronchoscopy

Generalizability vs. Robustness: Investigating Medical Imaging Networks Using Adversarial Examples

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

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