Article

Automated Extraction and Meta-Analysis of a Century of Motor-Unit Research with NeuromechaniX

2026-04-10

Abstract excerpt

The scientific literature on human motor units and electromyography (EMG) spans over a century (1925-2025), comprising research impossible to synthesize manually. We introduce NeuromechaniX, a domain-specific platform for automated extraction and meta-analysis of this literature. The core component, MUscraper, is a large language model pipeline that extracts approximately 200 structured metadata fields, organized...

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Literature Corpus work: 8dac6654-2447-586c-b390-bdb13c562bdf
DOI: 10.64898/2026.04.08.717204

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