AD: Alzheimers Disease
| 459 | Early Diagnosis of Alzheimers Disease by Joint Feature Selection and Classification on Temporally Structured Support Vector Machine |
|---|---|
| 876 | Longitudinal Structured Low-Rank Regression for Alzheimers Disease Progression Prediction |
| 339 | Joint Data Harmonization and Group Cardinality Constrained Classification |
| 658 | Progressive Graph-Based Transductive Learning for Multi-Modal Classification of Alzheimers Disease |
| 463 | Structured outlier detection in neuroimaging studies with minimal convex polytopes |
| 410 | Diagnosis of Alzheimers Disease Using View-Aligned Hypergraph Learning with Incomplete Multi-Modality Data |
| 1166 | New Low-Rank Model to Learn Task Interrelations for Alzheimers Disease Cognitive Assessment Prediction |
| 168 | Hyperbolic Space Sparse Coding with Its Application on Prediction of Alzheimers Disease in Mild Cognitive Impairment |
| 576 | Large-scale Collaborative Imaging Genetics Studies of Risk Genetic Factors for Alzheimers Disease Across Multiple Institutions |
| 736 | Structured Spare Low-Rank Regression Model for Brain-Wide and Genome-Wide Associations |
S1: Segmentation 1
| 637 | Automated Segmentation of Knee MRI using Hierarchical Classifiers and Just Enough Interaction (JEI) based Learning: Data from the Osteoarthritis Initiative |
|---|---|
| 187 | Dynamically Balanced Online Random Forests for Interactive Scribble-based Segmentation |
| 896 | Orientation-sensitive overlap measures for the validation of medical image segmentations |
| 468 | High-throughput glomeruli analysis of CT kidney images using tree priors and scalable sparse computation |
| 473 | A surface patch-based segmentation method for hippocampal subfields |
| 1108 | Corpus callosum segmentation in brain MRIs via robust target-localization and joint supervised feature extraction and prediction |
| 600 | Automatic Liver and Lesion Segmentation in CT Using Cascaded Fully Convolutional Neural Networks and 3D Conditional Random Fields |
| 677 | 3D U-Net: Learning Dense Volumetric Segmentation From Sparse Annotation |
| 934 | Model-Based Segmentation of Vertebral Bodies from MR Images with 3D CNNs |
| 969 | Pancreas Segmentation using Graph based Data Fusion with Convolutional Neural Networks |
| 386 | Spatial Aggregation of Holistically-Nested Networks for Automated Pancreas Segmentation |
| 705 | Topology Aware Fully Convolutional Networks For Histology Gland Segmentation |
| 754 | HeMIS: Hetero-Modal Image Segmentation |
| 930 | Deep Learning for
Multi-Task Medical Image Segmentation in Multiple Modalities |
| 160 | Iterative Multi-domain Regularized Deep Learning for Anatomical Structure Detection and Segmentation from Ultrasound Images |
| 709 | Gland Instance Segmentation by Deep Multichannel Side Supervision |
SM: Shape Modeling
| 615 | A Multi-Resolution t-Mixture Model Approach to Robust Group-wise Alignment of Shapes |
|---|---|
| 858 | Quantifying Shape Deformations by Variation of Geometric Spectrum |
| 353 | Myocardial Segmentation of Contrast Echocardiograms Using Random Forests Guided by Shape Model |
| 308 | Low-Dimensional Statistics of Anatomical Variability Via Compact Representation of Image Deformations |
| 725 | A Multiscale Cardiac Model for Fast Personalisation and Exploitation |
| 1139 | Transfer Shape Priors Towards High-throughput Microscopy Image Segmentation |
| 1021 | Hierarchical Generative Modeling and Monte-Carlo EM in Riemannian Shape Space for Hypothesis Testing |
| 802 | Direct Estimation of Wall Shear Stress from Aneurysmal Morphology: A Statistical Approach |
| 193 | Multi-Task Shape Regression for General Medical Image Segmentation |
| 813 | Soft Multi-Organ Shape Models via Generalized PCA: A General Framework |
| 412 | An Artificial Agent for Anatomical Landmark Detection |