Bridging computational features toward multiple semantic features with multi-task regression: A study of CT pulmonary nodules

Keyphrases

• Semantic Features 100%
• Multi-task Regression 100%
• Pulmonary Nodule 100%
• Computational Features 100%
• Multiple Semantics 100%
• Nodule 66%
• Radiologists 50%
• Lung Imaging 33%
• Imaging Database 33%
• Clinical Application 16%
• Learning Techniques 16%
• Multi-task 16%
• Content-based Image Retrieval 16%
• Scoring Scheme 16%
• Computer-aided Diagnosis (CADx) 16%
• Regression Method 16%
• Lung CT 16%
• Haar-like 16%
• 10-fold Cross Validation 16%
• Multi-task Learning 16%
• Deep Learning Model 16%
• Diagnosis Performance 16%
• Elastic Net Regression 16%
• Network-like 16%
• Stacked Denoising Autoencoder 16%
• Medical Database 16%
• Spiculation 16%
• Clinical Content 16%
• Semantic Scoring 16%
• Convolutional Neural 16%
• Semantic Score 16%
• Least Absolute Shrinkage and Selection Operator (LASSO) 16%
• Validation/evaluation 16%

Computer Science

• Semantic Feature 100%
• Regression Task 100%
• Fold Cross Validation 16%
• Deep Learning Model 16%
• Annotation 16%
• Convolutional Neural Network 16%
• Multitask Learning 16%
• Quantitative Assessment 16%
• Regression Method 16%
• Learning Technique 16%
• Experimental Result 16%
• Aided Diagnosis 16%
• Information Retrieval 16%
• Denoising Autoencoder 16%