Individualized Multilayer Tensor Learning With an Application in Imaging Analysis

Keyphrases

• Imaging Analysis 100%
• Multimodality 100%
• Tensor Learning 100%
• Imaging Data 66%
• Breast Cancer Imaging 66%
• Prediction Model 33%
• Bi-level 33%
• Image Features 33%
• Population Structure 33%
• Signal Recovery 33%
• Disease Status 33%
• Human Breast Cancer 33%
• Numerical Results 33%
• Randomly Distributed 33%
• Model Estimation 33%
• Error Bound 33%
• Algorithm Convergence 33%
• Convergence Property 33%
• Spatial Features 33%
• Conventional Imaging 33%
• Algorithm Improvement 33%
• Microvesicles 33%
• Scalable Computing 33%
• Modality-specific 33%
• Asymptotic Consistency 33%
• Tensor Structure 33%
• Dimension Reduction Model 33%
• Feature Structure 33%
• Higher-order Decompositions 33%
• Bounds Consistency 33%
• Property Tensors 33%
• Heterogeneous Patterns 33%
• Learning Methods 33%
• Tumor-associated 33%
• Recovery Error 33%
• Multi-layer Decomposition 33%

Mathematics

• Tensor 100%
• Asymptotics 25%
• Error Bound 25%
• Heterogeneous Pattern 25%
• Disease Status 25%
• Tensor Decomposition 25%
• Convergence Property 25%
• Supplementary Material 25%

Computer Science

• Multimodality 100%
• Prediction Model 33%
• Structure Tensor 33%
• Convergence Property 33%
• Supplementary Material 33%