Clustering in Dilated Cardiomyopathy at Initial Evaluation: An Effective Tool for Clinical Stratification
Using ML, baseline ECG variables were found to effectively identify two DCM subgroups differing in disease progression and genetic background. This approach could serve as a valuable tool for improving risk stratification of DCM patients upon their initial evaluation.
Authors
- Marta Gigli (ORCID: https://orcid.org/0000-0002-3856-937X)
- Francesca Fanisio (ORCID: https://orcid.org/0000-0002-1488-7015)
- Maria Perotto (ORCID: https://orcid.org/0000-0001-8252-2934)
- Andrea Pezzato (ORCID: https://orcid.org/0000-0001-8896-7950)
- Gianfranco Sinagra (ORCID: https://orcid.org/0000-0003-2700-8478)
- Ilaria Gandin (ORCID: https://orcid.org/0000-0003-3196-2491)
- Giovanni Baj (ORCID: https://orcid.org/0009-0001-5445-6770)
- Denise Zaffalon (ORCID: https://orcid.org/0000-0001-5938-4000)
- Marco Merlo (ORCID: https://orcid.org/0000-0002-1022-3131)
- Fabiana Romeo (ORCID: https://orcid.org/0000-0001-8604-4925)
- Cinzia Crescenzi (ORCID: https://orcid.org/0000-0003-0501-608X)
- Matteo Dal Ferro (ORCID: https://orcid.org/0000-0002-2310-0448)
- Alessia Paldino (ORCID: https://orcid.org/0000-0002-5823-3777)
- Maddalena Rossi (ORCID: https://orcid.org/0000-0002-4915-6749)
- Leonardo Calò
- Annamaria Martino
- Federica Toto
Institutions
- University of Trieste (IT)
- AULSS 2 Marca Trevigiana (IT)
- ERN GUARD-Heart (NL)
- Policlinico Casilino (IT)
- Azienda Sanitaria Universitaria Integrata di Trieste (IT)
Publication Details
- Journal
- European Journal of Heart Failure
- Published
- 2025-08-15
- DOI
- https://doi.org/10.1002/ejhf.3780
- Primary Topic
- Cardiomyopathy and Myosin Studies
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- Regione Autonoma Friuli Venezia Giulia
- Università degli Studi di Trieste