A Unified Multi-Modality Fusion Framework for Deep Spatio-Spectral-Temporal Feature Learning in Resting-State fMRI Denoising

Keyphrases

• Resting-state Functional Magnetic Resonance Imaging (rs-fMRI) 100%
• Spatio-spectral 100%
• Fusion Framework 100%
• Spatio-temporal Learning 100%
• Spectro-temporal 100%
• Multi-modality Fusion 100%
• Medical Image Denoising 100%
• Related Components 66%
• Functional Magnetic Resonance Imaging 50%
• Spectral Information 33%
• Wavelet Transform 16%
• Multimodality 16%
• Decision Level 16%
• Feature Space 16%
• Deep Learning Methods 16%
• Magnetic Resonance Imaging Study 16%
• Spatial Maps 16%
• Functional Brain Networks 16%
• Regress 16%
• Decision Fusion 16%
• Feature Level 16%
• Voting Strategy 16%
• Input Level 16%
• Confidence-based 16%
• Deep Machine Learning 16%
• Fusion Module 16%
• Component Detection 16%
• Feature Fusion Framework 16%
• Temporal Feature Fusion 16%

Computer Science

• Temporal Feature 100%
• Multimodality 100%
• de-noising 100%
• Representation Learning 100%
• Functional State 100%
• Related Component 80%
• Final Decision 40%
• Spectral Information 40%
• Feature Space 20%
• Wavelet Transforms 20%
• Voting Strategy 20%
• Neuroimaging Technique 20%
• Feature Fusion 20%
• Deep Learning Method 20%