Detecting spatially co-expressed gene clusters with functional coherence by graph-regularized convolutional neural network

Mathematics

• Gene 90%
• Neural Networks 86%
• Protein-protein Interaction 48%
• Graph in graph theory 42%
• Gene Expression 38%
• Spatial Pattern 27%
• Functional Relationship 26%
• Context 25%
• Spatial Clustering 17%
• Protein Interaction Networks 16%
• Clustering Analysis 15%
• Interpretation 14%
• Kidney 13%
• Graph Laplacian 13%
• Mouse 12%
• Breast Cancer 12%
• Genomics 11%
• Clustering 9%
• Human 9%
• Regularization 8%
• Convolution 8%
• Experiment 7%
• Demonstrate 6%
• Performance 6%

Engineering & Materials Science

• Genes 87%
• Convolutional neural networks 83%
• Proteins 56%
• Tissue 43%
• Gene expression 33%
• Genomics 10%
• Convolution 10%

Medicine & Life Sciences

• Genes 37%
• Cluster Analysis 35%
• Proteins 24%
• Gene Expression 23%
• Protein Interaction Maps 16%
• Genomics 13%
• Datasets 10%
• Breast Neoplasms 8%
• Kidney 7%