Clear and deep temporal focusing multiphoton microscopy imaging using deep prediction with PhyCell and ConvLSTM

Keyphrases

• Microscopic Imaging 100%
• Multiphoton Microscopy 100%
• Temporal Attention 100%
• Microscopic Image 100%
• Temporal-focusing multiphoton Excitation Microscopy 100%
• Deep Prediction 100%
• Convolutional Long Short-term Memory (ConvLSTM) 100%
• Depth Information 66%
• Spatial Resolution 33%
• 3D Imaging 33%
• Learning Model 33%
• Low Signal-to-noise Ratio 33%
• Strong Scattering 33%
• Neuroscience 33%
• Image Quality 33%
• Wide-field 33%
• Penetration Depth 33%
• Multiphoton Excitation Microscopy 33%
• Biotissue 33%
• Deep Information 33%
• Small Structure 33%
• Memory Network 33%
• Fluorescent Indicator 33%
• Cross-modal 33%
• Calyx 33%
• 3D Information 33%
• Point Scanning 33%
• Affine Transformation 33%
• Acquisition Rate 33%
• U-Net 33%
• Fast Acquisition 33%
• Attention Module 33%
• Fusion Mechanism 33%
• Shallow Layer 33%
• Supervised Attention 33%
• VoxelMorph 33%
• Drosophila mushroom Body 33%
• Cross-stage Feature Fusion 33%

Computer Science

• Depth Information 100%
• Long Short-Term Memory Network 100%
• Noise-to-Signal Ratio 50%
• 3D Imaging 50%
• Spatial Resolution 50%
• Image Quality 50%
• Affine Transformation 50%
• Photon Emission 50%
• Gold Standard 50%
• U-Net 50%
• Feature Fusion Mechanism 50%

Neuroscience

• Short-Term Memory 100%
• Neuroscience 50%
• Signal-to-Noise Ratio 50%
• Mushroom Body 50%