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Learning Statistical Correlation of Prostate Deformations for Fast Registration |
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1 | (9) |
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Automatic Segmentation of Vertebrae from Radiographs: A Sample-Driven Active Shape Model Approach |
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10 | (8) |
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Computer-Assisted Intramedullary Nailing Using Real-Time Bone Detection in 2D Ultrasound Images |
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18 | (8) |
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Multi-Kernel Classification for Integration of Clinical and Imaging Data: Application to Prediction of Cognitive Decline in Older Adults |
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26 | (9) |
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Automated Selection of Standardized Planes from Ultrasound Volume |
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35 | (8) |
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Maximum Likelihood and James-Stein Edge Estimators for Left Ventricle Tracking in 3D Echocardiography |
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43 | (8) |
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A Locally Deformable Statistical Shape Model |
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51 | (8) |
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Monte Carlo Expectation Maximization with Hidden Markov Models to Detect Functional Networks in Resting-State fMRI |
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59 | (8) |
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DCE-MRI Analysis Using Sparse Adaptive Representations |
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67 | (8) |
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Learning Optical Flow Propagation Strategies Using Random Forests for Fast Segmentation in Dynamic 2D & 3D Echocardiography |
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75 | (8) |
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A Non-rigid Registration Framework That Accommodates Pathology Detection |
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83 | (8) |
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Segmentation Based Features for Lymph Node Detection from 3-D Chest CT |
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91 | (9) |
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Segmenting Hippocampus from 7.0 Tesla MR Images by Combining Multiple Atlases and Auto-Context Models |
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100 | (9) |
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Texture Analysis by a PLS Based Method for Combined Feature Extraction and Selection |
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109 | (8) |
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An Effective Supervised Framework for Retinal Blood Vessel Segmentation Using Local Standardisation and Bagging |
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117 | (9) |
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Automated Identification of Thoracolumbar Vertebrae Using Orthogonal Matching Pursuit |
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126 | (8) |
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Segmentation of Skull Base Tumors from MRI Using a Hybrid Support Vector Machine-Based Method |
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134 | (8) |
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Spatial Nonparametric Mixed-Effects Model with Spatial-Varying Coefficients for Analysis of Populations |
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142 | (9) |
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A Machine Learning Approach to Tongue Motion Analysis in 2D Ultrasound Image Sequences |
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151 | (8) |
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Random Forest-Based Manifold Learning for Classification of Imaging Data in Dementia |
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159 | (8) |
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Probabilistic Graphical Model of SPECT/MRI |
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167 | (8) |
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Directed Graph Based Image Registration |
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175 | (9) |
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Improving the Classification Accuracy of the Classic RF Method by Intelligent Feature Selection and Weighted Voting of Trees with Application to Medical Image Segmentation |
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184 | (9) |
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Network-Based Classification Using Cortical Thickness of AD Patients |
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193 | (8) |
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Anatomical Regularization on Statistical Manifolds for the Classification of Patients with Alzheimer's Disease |
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201 | (8) |
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Rapidly Adaptive Cell Detection Using Transfer Learning with a Global Parameter |
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209 | (8) |
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Automatic Morphological Classification of Lung Cancer Subtypes with Boosting Algorithms for Optimizing Therapy |
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217 | (8) |
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Hot Spots Conjecture and Its Application to Modeling Tubular Structures |
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225 | (8) |
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Fuzzy Statistical Unsupervised Learning Based Total Lesion Metabolic Activity Estimation in Positron Emission Tomography Images |
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233 | (8) |
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Predicting Clinical Scores Using Semi-supervised Multimodal Relevance Vector Regression |
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241 | (8) |
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Automated Cephalometric Landmark Localization Using Sparse Shape and Appearance Models |
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249 | (8) |
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A Comparison Study of Inferences on Graphical Model for Registering Surface Model to 3D Image |
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257 | (8) |
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A Large-Scale Manifold Learning Approach for Brain Tumor Progression Prediction |
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265 | (8) |
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Automated Detection of Major Thoracic Structures with a Novel Online Learning Method |
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273 | (9) |
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Accurate Regression-Based 4D Mitral Valve Surface Reconstruction from 2D+t MRI Slices |
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282 | (9) |
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Tree Structured Model of Skin Lesion Growth Pattern via Color Based Cluster Analysis |
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291 | (9) |
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Subject-Specific Cardiac Segmentation Based on Reinforcement Learning with Shape Instantiation |
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300 | (8) |
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Faster Segmentation Algorithm for Optical Coherence Tomography Images with Guaranteed Smoothness |
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308 | (9) |
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Automated Nuclear Segmentation of Coherent Anti-Stokes Raman Scattering Microscopy Images by Coupling Superpixel Context Information with Artificial Neural Networks |
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317 | (9) |
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3D Segmentation in CT Imagery with Conditional Random Fields and Histograms of Oriented Gradients |
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326 | (9) |
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Automatic Human Knee Cartilage Segmentation from Multi-contrast MR Images Using Extreme Learning Machines and Discriminative Random Fields |
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335 | (9) |
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MultiCost: Multi-stage Cost-sensitive Classification of Alzheimer's Disease |
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344 | (8) |
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Classifying Small Lesions on Breast MRI through Dynamic Enhancement Pattern Characterization |
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352 | (8) |
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Computer-Aided Detection of Polyps in CT Colonography with Pixel-Based Machine Learning Techniques |
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360 | (9) |
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| Author Index |
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369 | |
Lisainfo e-raamatute kohta