Final Report

Reproducing and Extending Classical ECG Signal Quality Assessment
Chang Xu, supervised by Dr. Jaymie Phillips, 12 July 2026.

The report declares 6,737 words on its front cover and includes the required declaration of autogeneration-tool use.

Open or download Report.pdf

Structure

1. scientific background and related work;
2. public-label functional reproduction of classical SQI fusion;
3. poor-domain and feature-mechanism diagnostics;
4. support-aware data construction and waveform representation;
5. discussion, limitations, and future work;
6. reproducibility appendices and autogeneration declaration.

This PDF is the authority for experimental definitions and claims. Website pages are shorter explanations designed for navigation and code use.