Cardiovascular disease remains the leading cause of mortality worldwide, highlighting the need for accurate and timely diagnostics. One of the more transformative tools in this area is the ECG machine. By recording the heart's electrical activity, these devices have had an incredibly positive impact on the effectiveness with which clinicians and medical professionals can diagnose and manage patients' heart conditions globally.