The impact of heart rate on echocardiographic measures of left ventricular function: novel insights facilitated by deep learning
Heart rate significantly influences echocardiographic measures of LV function and volume, emphasizing the necessity of incorporating heart rate into clinical interpretation and reporting of echocardiographic measurements. This study further demonstrates the potential of DL to advance cardiovascular research by enabling rapid, accurate, and reproducible analyses, previously unachievable due to the inherent constraints of manual measurements.
Authors
- Håvard Bergesen Dalen (ORCID: https://orcid.org/0009-0003-4000-6298)
- Andreas Østvik (ORCID: https://orcid.org/0000-0003-3895-2683)
- Ane Cecilie Dale
- Bjørnar Grenne (ORCID: https://orcid.org/0000-0002-2984-6865)
- Ole Christian Mjølstad (ORCID: https://orcid.org/0000-0002-7836-4838)
- Øyvind Salvesen (ORCID: https://orcid.org/0000-0002-6145-8109)
- A Woelfert
- Lasse Lovstakken
Institutions
- SINTEF (NO)
- Norwegian University of Science and Technology (NO)
- Levanger Hospital (NO)
- St Olav's University Hospital (NO)
Publication Details
- Journal
- European Heart Journal - Imaging Methods and Practice
- Published
- 2025-12-21
- DOI
- https://doi.org/10.1093/ehjimp/qyaf163
- Primary Topic
- Cardiovascular Function and Risk Factors
- Type
- article
- Field-Weighted Citation Impact
- 0.00