Predictive Information Decomposition as a Tool to Quantify Emergent Dynamical Behaviors in Physiological Networks
Measures of causal emergence provide a practical tool to quantify the mechanisms of causal influence that determine the dynamic state of cardiovascular and neural network systems across distinct physiopathological conditions.
Authors
- Gorana Mijatović (ORCID: https://orcid.org/0000-0002-7409-8130)
- Laura Sparacino (ORCID: https://orcid.org/0000-0001-8969-9257)
- Alberto Porta (ORCID: https://orcid.org/0000-0002-6720-9824)
- Luca Faes (ORCID: https://orcid.org/0000-0002-3271-5348)
Institutions
- University of Novi Sad (RS)
- University of Milan (IT)
- University of Palermo (IT)
Publication Details
- Journal
- IEEE Transactions on Biomedical Engineering
- Published
- 2025-05-16
- DOI
- https://doi.org/10.1109/tbme.2025.3570937
- Citations
- 1
- Primary Topic
- Gene Regulatory Network Analysis
- Type
- article
- Field-Weighted Citation Impact
- 0.81