Sebastiano Stramaglia - Publications

Dissecting Spectral Granger Causality Through Partial Information Decomposition.

Journal: IEEE transactions on bio-medical engineering

Published: August 12, 2026

Higher-order synergy-based ranking in transcriptomic communities via latent factors and O-information.

Journal: Physics in medicine and biology

Published: June 26, 2026

Investigating High-Order Behaviors in Multivariate Cardiovascular Interactions via Nonlinear Prediction and Information-Theoretic Tools.

Journal: IEEE transactions on bio-medical engineering

Published: May 01, 2026

Investigating High-Order Interactions among Physiological Variables using Predictability and Information-Theoretic Measures.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: December 03, 2025

Increased integration and synergy in EEG- and fNIRS-based data in migraine patients after a three-month treatment with galcanezumab: relations with long-term clinical outcome.

Journal: Scientific reports

Published: July 10, 2025

Localizing Synergies of Hidden Factors in Complex Systems: Resting Brain Networks and HeLa GeneExpression Profile as Case Studies.

Journal: Entropy (Basel, Switzerland)

Published: May 28, 2025

Temporal interaction information and laser evoked responses: preliminary results in fibromyalgia patients with small fibers pathology.

Journal: Frontiers in network physiology

Published: March 12, 2025

A Model-Free Method to Quantify Memory Utilization in Neural Point Processes.

Journal: IEEE transactions on bio-medical engineering

Published: March 03, 2025

Decomposing multivariate information rates in networks of random processes.

Journal: Physical review. E

Published: February 21, 2025

Partial Information Rate Decomposition.

Journal: Physical review letters

Published: February 10, 2025

Assessing high-order effects in feature importance via predictability decomposition.

Journal: Physical review. E

Published: December 20, 2024

Unveiling complex patterns: An information-theoretic approach to high-order behaviors in microarray data.

Journal: PloS one

Published: September 04, 2024