Long Short-Term Memory–GPT-4 Integration for Interpretable Biomedical Signal Classification: Proof-of-Concept Study

This proof-of-concept demonstrates an explicit methodological integration of deep learning-based biomedical signal classification with GPT-4-based interpretation, provides a technical foundation for future prospective clinical validation, field studies, and regulatory review prior to clinical deployment in underserved settings.