Research · Data Quality

Expert review of more than 5,000 implantable monitor episodes.

A multi-centre clinical study required consistent, clinically informed validation of device-detected rhythm events.

The work

Our cardiology research team reviewed ECG segments across a wide range of rhythms, applying defined criteria to determine the accuracy and appropriateness of detected events.

Standardised adjudication criteria.
Traceable decision-making and discrepancy review.
Clinical interpretation by experienced cardiac specialists.
Feedback on recurring classification and data-quality issues.

Outcome

By combining clinical cardiology expertise, digital rhythm analytics, and quality assurance, our strong academic and research background supports institutions in delivering impactful, data-driven cardiology research.

Interested in our research expertise?

Disclaimer:
Heart ReWorks Ltd is an independent consultancy. We are not affiliated with, endorsed by, or promoting any cardiac device manufacturer. All materials are anonymised and used strictly for educational and research communication purposes.