NGEP Validator

Cloud-based validation for NeuroMorpho neurons using gene expression prediction

Backend Status: ● Initializing...

Run Validation

Select Model Number of Neurons to Process

The model will generate predictions for this many neurons using random feature data.

Use Random Seed for External Validation

Enable this to use a randomization seed, ensuring different neurons are selected for validation than those used in training. This helps avoid data leakage.

Validation Results

Summary

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Available Models

Models are automatically loaded from your backend. Click the button below to refresh.

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Features Coming Soon

Multiple Genes

Support for additional genes beyond Pvalb including VIP, SST, and other markers for comprehensive cellular characterization.

Brain Regions

Region-specific models for cortex, hippocampus, cerebellum, and other brain structures to improve prediction accuracy.

Species Support

Cross-species validation for mouse, human, rat, and other organisms with species-specific prediction models.