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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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ORBSLAM-Based Endoscope Tracking and 3D Reconstruction

Computer-Assisted and Robotic Endoscopy, 2017, Vol.10170, p.72-83

2017

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Self6D: Self-supervised Monocular 6D Object Pose Estimation

Computer Vision - ECCV 2020, 2020, Vol.12346, p.108-125

2020

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Why Does Synthesized Data Improve Multi-sequence Classification?

Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2015, p.531-538

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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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SoftPoolNet: Shape Descriptor for Point Cloud Completion and Classification

Computer Vision - ECCV 2020, 2020, Vol.12348, p.70-85

2020

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Computer-Aided Pulmonary Embolism Detection Using a Novel Vessel-Aligned Multi-planar Image Representation and Convolutional Neural Networks

Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2015, p.62-69

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Deep Model-Based 6D Pose Refinement in RGB

Computer Vision – ECCV 2018, p.833-849

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OperA: Attention-Regularized Transformers for Surgical Phase Recognition

Medical Image Computing and Computer Assisted Intervention – MICCAI 2021, p.604-614

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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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Bootstrapping Semi-supervised Medical Image Segmentation with Anatomical-Aware Contrastive Distillation

Information Processing in Medical Imaging, 2023, p.641-653

2023

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Concurrent Segmentation and Localization for Tracking of Surgical Instruments

Medical Image Computing and Computer-Assisted Intervention − MICCAI 2017, p.664-672

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Searching for Efficient Architecture for Instrument Segmentation in Robotic Surgery

Medical Image Computing and Computer Assisted Intervention – MICCAI 2020, p.648-656

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Automatic Coronary Calcium Scoring in Cardiac CT Angiography Using Convolutional Neural Networks

Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2015, p.589-596

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Automated Assessment of Surgical Skills Using Frequency Analysis

Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2015, p.430-438

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Fully-Convolutional Point Networks for Large-Scale Point Clouds

Computer Vision – ECCV 2018, p.625-640

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Latent-Graph Learning for Disease Prediction

Medical Image Computing and Computer Assisted Intervention – MICCAI 2020, p.643-653

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Anatomy-Aware Masking for Inpainting in Medical Imaging

Shape in Medical Imaging, 2023, Vol.14350, p.35-46

2023

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Domain and Geometry Agnostic CNNs for Left Atrium Segmentation in 3D Ultrasound

Medical Image Computing and Computer Assisted Intervention – MICCAI 2018, p.630-637

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Unregistered Multiview Mammogram Analysis with Pre-trained Deep Learning Models

Medical Image Computing and Computer-Assisted Intervention – MICCAI 2015, p.652-660

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Image Based Surgical Instrument Pose Estimation with Multi-class Labelling and Optical Flow

Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2015, p.331-338

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A New Robotic System for Visually Controlled Percutaneous Interventions under CT Fluoroscopy

Medical Image Computing and Computer-Assisted Intervention – MICCAI 2000, p.887-896

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InceptionGCN: Receptive Field Aware Graph Convolutional Network for Disease Prediction

Information Processing in Medical Imaging, p.73-85

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Error Corrective Boosting for Learning Fully Convolutional Networks with Limited Data

Medical Image Computing and Computer Assisted Intervention − MICCAI 2017, p.231-239

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Direct and Simultaneous Four-Chamber Volume Estimation by Multi-Output Regression

Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2015, 2015, p.669-676

2015

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Deep Learning-Based Feature Representation for AD/MCI Classification

ORBSLAM-Based Endoscope Tracking and 3D Reconstruction

Self6D: Self-supervised Monocular 6D Object Pose Estimation

Why Does Synthesized Data Improve Multi-sequence Classification?

Generating Highly Realistic Images of Skin Lesions with GANs

SoftPoolNet: Shape Descriptor for Point Cloud Completion and Classification

Computer-Aided Pulmonary Embolism Detection Using a Novel Vessel-Aligned Multi-planar Image Representation and Convolutional Neural Networks

Deep Model-Based 6D Pose Refinement in RGB

OperA: Attention-Regularized Transformers for Surgical Phase Recognition

Deep Residual Learning for Instrument Segmentation in Robotic Surgery

Bootstrapping Semi-supervised Medical Image Segmentation with Anatomical-Aware Contrastive Distillation

Concurrent Segmentation and Localization for Tracking of Surgical Instruments

Searching for Efficient Architecture for Instrument Segmentation in Robotic Surgery

Automatic Coronary Calcium Scoring in Cardiac CT Angiography Using Convolutional Neural Networks

Automated Assessment of Surgical Skills Using Frequency Analysis

Fully-Convolutional Point Networks for Large-Scale Point Clouds

Latent-Graph Learning for Disease Prediction

Anatomy-Aware Masking for Inpainting in Medical Imaging

Domain and Geometry Agnostic CNNs for Left Atrium Segmentation in 3D Ultrasound

Unregistered Multiview Mammogram Analysis with Pre-trained Deep Learning Models

Image Based Surgical Instrument Pose Estimation with Multi-class Labelling and Optical Flow

A New Robotic System for Visually Controlled Percutaneous Interventions under CT Fluoroscopy

InceptionGCN: Receptive Field Aware Graph Convolutional Network for Disease Prediction

Error Corrective Boosting for Learning Fully Convolutional Networks with Limited Data

Direct and Simultaneous Four-Chamber Volume Estimation by Multi-Output Regression

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