SWC BATCH CHECK

SWC BATCH CHECK validates and corrects neuron morphology files in the SWC format for high-throughput batch processing to ensure syntactic and structural integrity for downstream data sharing and simulation.

Key Features:

• Validation and Correction: Parses SWC files and corrects syntactic and structural issues, including ensuring soma and basal dendrite connectivity and fixing zero-size diameters.
• Error Reporting and Data Integrity: Identifies missing or invalid data values within SWC files and reports these discrepancies for each file.
• Statistical Analysis: Generates basic per-file morphological statistics to summarize neuron characteristics.
• Performance Benchmarking: Runtime performance has been evaluated using thousands of individual SWC files to assess scalability and efficiency.

Scientific Applications:

• Neuroinformatics data curation: Quality-control and correction of SWC collections prior to repository submission such as NeuroMorpho.org.
• Neuron morphology analysis: Automated validation and basic feature extraction to support morphological studies.
• Simulation preparation: Prepares corrected SWC morphologies for simulation environments such as NEURON.

Methodology:

Parses directories of SWC files, performs syntactic and structural corrections (e.g., connectivity fixes, zero-diameter corrections), detects missing/invalid values, computes basic morphological statistics per file, and records runtime performance across large SWC datasets.