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scGraphVerse Case Study: B-cell GRN Reconstruction1 years ago
Introduction | 1. Dataset and Preprocessing | 2. Network Inference | 2.1. Building Adjacency Matrices | 3. Consensus and Community Detection | 4. Validation with STRINGdb | 5. Conclusion | Session Information
scGraphVerse Case Study: Zero-Inflated Simulation and GRN Inference1 years ago
Introduction | Why use scGraphVerse? | How scGraphVerse works | Simulation study | 1. Load Ground-Truth Network | 2. Simulating Zero-Inflated Count Data | 3. Inferring Networks with GENIE3 | 4. ROC Curve and AUC | 4.1. Precision–Recall and Graph Visualization | 5. Consensus Networks and Community Similarity | 5.1. Edge Mining