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RR-CP: Reliable-Region-Based Conformal Prediction for Trustworthy Medical Image Classification

Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, 2023, p.12-21

2023

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Brain Tumor Segmentation and Tractographic Feature Extraction from Structural MR Images for Overall Survival Prediction

Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, p.128-141

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Graph-Based Counterfactual Causal Inference Modeling for Neuroimaging Analysis

Medical Image Computing and Computer Assisted Intervention – MICCAI 2023 Workshops, p.205-213

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Anatomy-Informed Data Augmentation for Enhanced Prostate Cancer Detection

Medical Image Computing and Computer Assisted Intervention – MICCAI 2023, p.531-540

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Osteoarthritis Diagnosis Integrating Whole Joint Radiomics and Clinical Features for Robust Learning Models Using Biological Privileged Information

Medical Image Computing and Computer Assisted Intervention – MICCAI 2023 Workshops, 2023, p.193-204

2023

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Stick Stippling for Joint 3D Visualization of Diffusion MRI Fiber Orientations and Density

Computational Diffusion MRI, p.109-119

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APIR-Net: Autocalibrated Parallel Imaging Reconstruction Using a Neural Network

Machine Learning for Medical Image Reconstruction, p.36-46

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Multi-scale Convolutional-Stack Aggregation for Robust White Matter Hyperintensities Segmentation

Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, p.199-207

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Self-supervised Recurrent Neural Network for 4D Abdominal and In-utero MR Imaging

Machine Learning for Medical Image Reconstruction, p.16-24

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Fast Background Removal in 3D Fluorescence Microscopy Images Using One-Class Learning

Medical Image Computing and Computer-Assisted Intervention – MICCAI 2015, p.292-299

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Unsupervised Standard Plane Synthesis in Population Cine MRI via Cycle-Consistent Adversarial Networks

Medical Image Computing and Computer Assisted Intervention – MICCAI 2019, p.660-668

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Surface Alignment of 3D Spherical Harmonic Models: Application to Cardiac MRI Analysis

Medical Image Computing and Computer-Assisted Intervention – MICCAI 2005, 2005, Vol.8 (Pt 1), p.67-74

2005

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Two-Stage Registration for Real-Time Deformable Compensation Using an Electromagnetic Tracking Device

Medical Image Computing and Computer-Assisted Intervention – MICCAI 2005, 2005, Vol.8 (Pt 2), p.992-999

2005

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Robust Registration of 3-D Ultrasound Images Based on Gabor Filter and Mean-Shift Method

Computer Vision and Mathematical Methods in Medical and Biomedical Image Analysis, p.304-316

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Simultaneous Segmentation and Motion Recovery in 3D Cardiac Image Analysis

Computer Vision for Biomedical Image Applications, p.499-507

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Hypertrophy in Rat Virtual Left Ventricular Cells and Tissue

Functional Imaging and Modeling of the Heart, p.153-161

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Shape and Pixel-Property Based Automatic Affine Registration Between Ultrasound Images of Different Fetal Head

Medical Imaging and Augmented Reality, p.261-269

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A Prediction Framework for Cardiac Resynchronization Therapy Via 4D Cardiac Motion Analysis

Medical Image Computing and Computer-Assisted Intervention – MICCAI 2005, 2005, Vol.8 (Pt 1), p.704-711

2005

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A Hand-Eye Robotic Model for Total Knee Replacement Surgery

Medical Image Computing and Computer-Assisted Intervention – MICCAI 2005, 2005, Vol.8 (Pt 2), p.122-130

2005

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Spatial and Temporal Analysis for Optical Imaging Data Using CWT and tICA

Computer Vision for Biomedical Image Applications, p.508-516

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RR-CP: Reliable-Region-Based Conformal Prediction for Trustworthy Medical Image Classification

Brain Tumor Segmentation and Tractographic Feature Extraction from Structural MR Images for Overall Survival Prediction

Graph-Based Counterfactual Causal Inference Modeling for Neuroimaging Analysis

Anatomy-Informed Data Augmentation for Enhanced Prostate Cancer Detection

Osteoarthritis Diagnosis Integrating Whole Joint Radiomics and Clinical Features for Robust Learning Models Using Biological Privileged Information

Stick Stippling for Joint 3D Visualization of Diffusion MRI Fiber Orientations and Density

APIR-Net: Autocalibrated Parallel Imaging Reconstruction Using a Neural Network

Multi-scale Convolutional-Stack Aggregation for Robust White Matter Hyperintensities Segmentation

Self-supervised Recurrent Neural Network for 4D Abdominal and In-utero MR Imaging

Fast Background Removal in 3D Fluorescence Microscopy Images Using One-Class Learning

Unsupervised Standard Plane Synthesis in Population Cine MRI via Cycle-Consistent Adversarial Networks

Surface Alignment of 3D Spherical Harmonic Models: Application to Cardiac MRI Analysis

Two-Stage Registration for Real-Time Deformable Compensation Using an Electromagnetic Tracking Device

Robust Registration of 3-D Ultrasound Images Based on Gabor Filter and Mean-Shift Method

Simultaneous Segmentation and Motion Recovery in 3D Cardiac Image Analysis

Hypertrophy in Rat Virtual Left Ventricular Cells and Tissue

Shape and Pixel-Property Based Automatic Affine Registration Between Ultrasound Images of Different Fetal Head

A Prediction Framework for Cardiac Resynchronization Therapy Via 4D Cardiac Motion Analysis

A Hand-Eye Robotic Model for Total Knee Replacement Surgery

Spatial and Temporal Analysis for Optical Imaging Data Using CWT and tICA

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