B1: Brain Analysis 1
291 | Ordinal Patterns for Connectivity Networks in Brain Disease Diagnosis |
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942 | Discovering Cortical Folding Patterns in Neonatal Cortical Surfaces Using Large-scale Dataset |
829 | Modeling Functional Dynamics of Cortical Gyri and Sulci |
1158 | A Multi-Stage Sparse Coding Framework to Explore the Effects of Prenatal Alcohol Exposure |
801 | Correlation-Weighted
Sparse Group Representation for Brain Network Construction in MCI
Classification |
868 | Temporal Concatenated Sparse Coding of Resting State fMRI Data Reveal Network Interaction Changes in mTBI |
900 | Exploring Brain Networks via Structured Sparse Representation of FMRI Data |
461 | Discover Mouse Gene Coexpression Landscape Using Dictionary Learning and Sparse Coding |
491 | Integrative Analysis of Cellular Morphometric Context Reveals Clinically Relevant Signatures in Lower Grade Glioma |
380 | Mapping Lifetime Brain Volumetry with Covariate-Adjusted Restricted Cubic Spline Regression from Cross-sectional Multi-site MRI |
1024 | Extracting the Core Structural Connectivity Network: Guaranteeing Network Connectedness Through a Graph-Theoretical Approach |
252 | Fiber Orientation Estimation Using Nonlocal and Local Information |
ML1: Machine Learning 1
1045 | Feature Selection Based on Deep Canonical Correlation Analysis for Automatic Diagnosis of Parkinsons Disease |
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496 | Identifying relationships in functional and structural connectome data using a hypergraph learning method |
567 | Ensemble Hierarchical High-Order Functional Connectivity Networks for MCI Classification |
1055 | Outcome Prediction for Patient with High-grade Gliomas from Brain Functional and Structural Networks |
493 | Mammographic Mass Segmentation with Online Learned Shape and Appearance Priors |
418 | Differential dementia diagnosis on incomplete data with Latent Trees |
731 | Bridging Computational Features toward Multiple Semantic Features with Multi-Task Regression: A Study of CT Pulmonary Nodules |
747 | Robust Cancer Treatment Outcome Prediction Dealing with Small-Sized and Imbalanced Data from FDG-PET Images |
157 | Structured Sparse Feature Selection and Kernel Learning for Imaging Genetics based Alzheimers disease Diagnosis |
661 | Semi-supervised Hierarchical Multimodal Feature and Sample Selection for Alzheimers Disease Diagnosis Blind |
809 | Stability-Weighted Matrix Completion of Incomplete Multi-Modal Data for Disease Diagnosis Anonyms |
1023 | Employing Visual Analytics to Aid the Design of White Matter Hyperintensity Classifiers |
CAI1: Surgical Guidance and Tracking
377 | 3D Ultrasonic Needle Tracking with a 1.5D Transducer Array for Guidance of Fetal Interventions |
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378 | Enhancement of Needle Tip and Shaft from 2D Ultrasound Using Signal Transmission Maps |
500 | Plane Assist: The Influence of Haptics on Ultrasound-based Needle Guidance |
609 | A Surgical Guidance System for Big-Bubble Deep Anterior Lamellar Keratoplasty |
683 | Towards Automated Ultrasound Transesophageal Echocardiography and X-Ray Fluoroscopy Fusion using an Image-based Co-registration Method |
1011 | Robust, Real-time, Dense and Deformable 3D Organ Tracking in Laparoscopic Videos |
466 | Structure-Aware Rank-1 Tensor Approximation for Curvilinear Structure Tracking Using Learned Hierarchical Features |
783 | Real-Time Online Adaption for Robust Instrument Tracking and Pose Estimation |
773 | Integrated Dynamic Shape Tracking and RF Speckle Tracking for Cardiac Motion Analysis |
393 | The Endoscopogram: a 3D Model Reconstructed from Endoscopic Video Frames |
376 | Robust Image Descriptors for Real-Time Inter-Examination Retargeting in Gastrointestinal Endoscopy |
565 | Kalman Filter Based Data Fusion for Needle Deflection Estimation Using Optical-EM Sensor |
163 | Bone Enhancement in Ultrasound Based on 3D Local Spectrum Variation for Percutaenous Scaphoid Fracture Fixation |
938 | Bioelectric Navigation: A New Paradigm for Intravascular Device Guidance |
CARD: Cardiac Image Analysis
1170 | Identifying Patients at Risk for Aortic Stenosis through Multimodal Learning |
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643 | Multi-Input Cardiac Image Super-Resolution using Convolutional Neural Networks |
681 | GPNLPerf: Robust 4D non-rigid motion correction for Myocardial Perfusion analysis |
676 | Recognizing End-diastole and End-systole Frames via Deep Temporal Regression Network |
232 | Basal Slice Detection using Long-Axis Segmentation for Cardiac Analysis |
1046 | Spatially-Adaptive Multi-Scale Optimization for Local Parameter Estimation: Application in Cardiac Electrophysiological Models |
1093 | Reconstruction of Coronary Artery Centrelines from X-ray Angiography using a Mixture of Students T-distributions |
929 | Barycentric subspace analysis: a new symmetric group-wise paradigm for cardiac motion tracking |