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Identifying High Order Brain Connectome Biomarkers via Learning on Hypergraph |
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1 | (9) |
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Bilateral Regularization in Reproducing Kernel Hilbert Spaces for Discontinuity Preserving Image Registration |
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10 | (8) |
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Do We Need Large Annotated Training Data for Detection Applications in Biomedical Imaging? A Case Study in Renal Glomeruli Detection |
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18 | (9) |
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Building an Ensemble of Complementary Segmentation Methods by Exploiting Probabilistic Estimates |
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27 | (9) |
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Miguel Angel Gonzalez Ballester |
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Learning Appearance and Shape Evolution for Infant Image Registration in the First Year of Life |
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36 | (9) |
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Detecting Osteophytes in Radiographs of the Knee to Diagnose Osteoarthritis |
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45 | (8) |
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Direct Estimation of Fiber Orientations Using Deep Learning in Diffusion Imaging |
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53 | (8) |
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Segmentation of Perivascular Spaces Using Vascular Features and Structured Random Forest from 7T MR Image |
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61 | (8) |
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Dual-Layer Groupwise Registration for Consistent Labeling of Longitudinal Brain Images |
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69 | (8) |
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Joint Discriminative and Representative Feature Selection for Alzheimer's Disease Diagnosis |
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77 | (9) |
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Patch-Based Hippocampus Segmentation Using a Local Subspace Learning Method |
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86 | (9) |
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Improving Single-Modal Neuroimaging Based Diagnosis of Brain Disorders via Boosted Privileged Information Learning Framework |
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95 | (9) |
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A Semi-supervised Large Margin Algorithm for White Matter Hyperintensity Segmentation |
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104 | (9) |
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Deep Ensemble Sparse Regression Network for Alzheimer's Disease Diagnosis |
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113 | (9) |
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Learning Representation for Histopathological Image with Quaternion Grassmann Average Network |
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122 | (8) |
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Learning Global and Cluster-Specific Classifiers for Robust Brain Extraction in MR Data |
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130 | (9) |
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Cross-Modality Anatomical Landmark Detection Using Histograms of Unsigned Gradient Orientations and Atlas Location Autocontext |
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139 | (8) |
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Multi-label Deep Regression and Unordered Pooling for Holistic Interstitial Lung Disease Pattern Detection |
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147 | (9) |
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Segmentation-Free Estimation of Kidney Volumes in CT with Dual Regression Forests |
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156 | (8) |
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Multi-resolution-Tract CNN with Hybrid Pretrained and Skin-Lesion Trained Layers |
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164 | (8) |
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Retinal Image Quality Classification Using Saliency Maps and CNNs |
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172 | (8) |
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Unsupervised Discovery of Emphysema Subtypes in a Large Clinical Cohort |
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180 | (8) |
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Nematollah K. Batmanghelich |
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Tree-Based Transforms for Privileged Learning |
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188 | (8) |
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Automated 3D Ultrasound Biometry Planes Extraction for First Trimester Fetal Assessment |
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196 | (9) |
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Learning for Graph-Based Sensorless Freehand 3D Ultrasound |
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205 | (8) |
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Learning-Based 3T Brain MRI Segmentation with Guidance from 7T MRI Labeling |
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213 | (8) |
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Transductive Maximum Margin Classification of ADHD Using Resting State fMRI |
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221 | (8) |
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Automatic Hippocampal Subfield Segmentation from 3T Multi-modality Images |
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229 | (8) |
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Regression Guided Deformable Models for Segmentation of Multiple Brain ROIs |
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237 | (9) |
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Functional Connectivity Network Fusion with Dynamic Thresholding for MCI Diagnosis |
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246 | (8) |
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Sparse Coding Based Skin Lesion Segmentation Using Dynamic Rule-Based Refinement |
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254 | (8) |
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Structure Fusion for Automatic Segmentation of Left Atrial Aneurysm Based on Deep Residual Networks |
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262 | (9) |
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Tumor Lesion Segmentation from 3D PET Using a Machine Learning Driven Active Surface |
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271 | (8) |
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Iterative Dual LDA: A Novel Classification Algorithm for Resting State fMRI |
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279 | (8) |
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Mitosis Detection in Intestinal Crypt Images with Hough Forest and Conditional Random Fields |
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287 | (9) |
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Comparison of Multi-resolution Analysis Patterns for Texture Classification of Breast Tumors Based on DCE-MRI |
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296 | (9) |
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Novel Morphological Features for Non-mass-like Breast Lesion Classification on DCE-MRI |
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305 | (8) |
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Fast Neuroimaging-Based Retrieval for Alzheimer's Disease Analysis |
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313 | (10) |
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| Author Index |
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323 | |
Lisainfo e-raamatute kohta