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Distortion-Aware Convolutional Filters for Dense Prediction in Panoramic Images

Computer Vision – ECCV 2018, p.732-750

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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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Towards Fully Automatic X-Ray to CT Registration

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

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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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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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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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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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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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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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Generating Highly Realistic Images of Skin Lesions with GANs

OR 2.0 Context-Aware Operating Theaters, Computer Assisted Robotic Endoscopy, Clinical Image-Based Procedures, and Skin Image Analysis, p.260-267

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FedPerl: Semi-supervised Peer Learning for Skin Lesion Classification

Medical Image Computing and Computer Assisted Intervention – MICCAI 2021, p.336-346

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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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Deep Model-Based 6D Pose Refinement in RGB

Computer Vision – ECCV 2018, p.833-849

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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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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 and Structured Prediction for the Segmentation of Mass in Mammograms

Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2015, 2015, p.605-612

2015

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Automatic Fetal Ultrasound Standard Plane Detection Using Knowledge Transferred Recurrent Neural Networks

Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2015, p.507-514

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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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Online Learning of Linear Predictors for Real-Time Tracking

Computer Vision – ECCV 2012, p.470-483

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Distortion-Aware Convolutional Filters for Dense Prediction in Panoramic Images

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

Towards Fully Automatic X-Ray to CT Registration

Multiple-Activity Human Body Tracking in Unconstrained Environments

U-Net: Convolutional Networks for Biomedical Image Segmentation

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

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

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

Inverse Distance Aggregation for Federated Learning with Non-IID Data

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

Generating Highly Realistic Images of Skin Lesions with GANs

FedPerl: Semi-supervised Peer Learning for Skin Lesion Classification

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

Deep Model-Based 6D Pose Refinement in RGB

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

Deep Residual Learning for Instrument Segmentation in Robotic Surgery

Deep Learning and Structured Prediction for the Segmentation of Mass in Mammograms

OperA: Attention-Regularized Transformers for Surgical Phase Recognition

3D Deep Learning for Efficient and Robust Landmark Detection in Volumetric Data

Mitosis Detection in Breast Cancer Histology Images with Deep Neural Networks

Automatic Fetal Ultrasound Standard Plane Detection Using Knowledge Transferred Recurrent Neural Networks

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

Online Learning of Linear Predictors for Real-Time Tracking

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