Publications
Scientific Publications
Multilevel modelling for decision support in hypertrophic cardiomyopathy in the SMASH-HCM project
Värri, A. O., Van Gils, M., & Hyttinen, J. (2024). Finnish Journal of eHealth and eWelfare, 16(2), 181–185.
An ECG-Based Model for Left Ventricular Hypertrophy Detection: A Machine Learning Approach
Taconne, M., Corino, V. D. A., & Mainardi, L. (2025). IEEE Open Journal of Engineering in Medicine and Biology, 6, 219–226.
Leveraging digital twin technology for healthcare: Mapping potential benefits and impacts through a hypertrophic cardiomyopathy case study
Koivu, A., van Gils, M., Ahola, A., Aalto-Setälä, K., & Hyttinen, J. (2025). Finnish Journal of EHealth and EWelfare, 17(1), 123–136.
Defining functional requirements for a self-management solution for Hypertrophic Cardiomyopathy patients – a multi-stakeholder multi-framework approach
Auranen, K., Kalra, D., Von Tottleben, M., Tariq, S., & Van Gils, M. (2025). Finnish Journal of eHealth and eWelfare, 17(1), 32–43.
Harnessing 12-lead ECG and MRI data to personalise repolarisation profiles in cardiac digital twin models for enhanced virtual drug testing
Camps, J. et al. (2025). Medical Image Analysis, 100, Article 103361.
Model-Based Analysis of Myocardial Strains in Obstructive and Non-Obstructive Hypertrophic Cardiomyopathy
Menna, F. et al. (2024). Computing in Cardiology, 51.
Automatic Right Ventricular Hypertrophic Detection integrating Electrocardiography-based QRS Biomarkers with Machine Learning
Taconné, M., Corino, V. D. A., Mainardi, L. (2024). Computing in Cardiology, 51.
A New Cardiovascular Model Integrating Coronary Circulation in Obstructive and Non-Obstructive Hypertrophic Cardiomyopathy
Menna, F. et al. (2025). 47th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).
Extraction of Risk Markers from ECG in Patients with Hypertrophic Cardiomyopathy
Taconné, M. et al. (2025). 47th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).
Artificial intelligence applications in hypertrophic cardiomyopathy: turns and loopholes
Panichella, G. et al. (2025). European Heart Journal – Digital Health, 6(5), 853–867.
Simulation-based digital twinning of activation and repolarisation sequences from the ECG across healthy and diseased hearts
Coleman, J.A., Camps, J., Hasaballa, A.I., Bueono-Orovio, A. (2025). Computers in Biology and Medicine, 198(Pt B), Article 111222