CNN prediction of future disease activity for multiple sclerosis patients from baseline MRI and lesion labels

Keyphrases

• Convolutional Neural Network 100%
• Magnetic Resonance Imaging 100%
• Disease Activity 100%
• Multiple Sclerosis Treatment 100%
• Neural Network Prediction 100%
• Multimodal Resonances 40%
• Segmentation Network 40%
• Performance Level 20%
• Modal 20%
• Treatment Efficacy 20%
• Prediction Accuracy 20%
• Predicting the Future 20%
• Relapsing-remitting multiple Sclerosis 20%
• Disease Activity Prediction 20%
• New Disease 20%
• Level-sensitivity 20%
• High Performance 20%
• Contrast-enhancing Lesions 20%
• End-to-end Convolutional Neural Network 20%
• Clinical Trials 20%
• Multimodal MR Images 20%
• Prediction Network 20%
• Neural Network Framework 20%

Computer Science

• Convolutional Neural Network 100%
• Disease Activity 100%
• Network Segmentation 50%
• Prediction Accuracy 25%
• Sensitivity Level 25%
• Enhancing Lesion 25%

Neuroscience

• Neural Network 100%
• Magnetic Resonance Imaging 100%
• Multiple Sclerosis 100%
• Relapsing Remitting Multiple Sclerosis 20%