Functional brain-heart interplay : from physiology to advanced methodology of signal processing and modeling / / Vincenzo Catrambone, Gaetano Valenza

• Autore: Catrambone Vincenzo
• Pubblicazione: Cham, Switzerland : , : Springer, , [2021]; ©2021
• Descrizione fisica: 1 online resource (238 pages)
• Disciplina: 612.8
• Soggetto topico: Neurophysiology; Neurofisiologia
• Soggetto genere / forma: Llibres electrònics
• Persona (resp. second.): ValenzaGaetano
• Nota di bibliografia: Includes bibliographical references and index.
• Nota di contenuto: Intro -- Foreword -- Preface -- Contents -- Part I Fundamentals on Functional Brain-Heart Interplay (BHI) -- 1 BHI Physiology at a Glance -- 1 Anatomical and Physiological Bases -- 2 Exemplary BHI-Related Elicitations -- 3 BHI-Related Pathologies -- 2 BHI Estimation Methodology -- 1 General Analysis Framework -- 1.1 Synchronization Likelihood -- 1.2 Coherence -- 1.3 Maximal Information Coefficient -- 1.4 Joint Symbolic Analysis -- 1.5 Time Delay Stability -- 1.6 Convergent Cross Mapping -- 1.7 Information Transfer and Transfer Entropy -- 1.8 Granger Causality -- 1.9 Normalized Short-Time Partial Directed Coherence -- 2 Ad hoc Functional BHI Analysis Framework -- 2.1 Heartbeat-Evoked Potentials -- 2.2 BHI Synthetic Data Generation Modeling -- 2.2.1 Derivation of Directional Brain-Heart Coupling Measures -- 2.3 Bivariate Point-Process Modeling -- 2.3.1 Time-Resolved Transfer Entropy -- 2.4 Beyond Time-Frequency Domain: A BHI-Tailored Multifractal Approach -- 2.5 Network Physiology -- 3 Taxonomy for a Functional BHI Estimation -- Part II Applications -- 3 Sympathovagal Changes -- 1 Experimental Dataset -- 2 Signal Preprocessing -- 3 Results -- 3.1 A Maximal Information Coefficient Analysis -- 3.2 Synthetic Data Generation Model Analysis -- Comparing SDG and MIC Estimates -- Discussion -- 3.3 Bivariate Point-Process Model Analysis -- 3.3.1 Statistical Analysis -- 3.3.2 Results -- 3.3.3 Discussion -- 3.4 Multifractal Analysis -- 3.4.1 Experimental Results -- 3.4.2 Discussion -- 4 Emotion -- 1 Emotional Images -- 1.1 Maximal Information Coefficient Analysis -- Experimental Results -- Discussion -- 1.2 Granger Causality Analysis -- Statistical Assessment -- Experimental Results -- 2 Emotional Videos -- 5 Psychiatric and Neurological Disorders -- 1 Mild Depression -- 2 Epilepsy -- 3 Schizophrenia. ; 3.1 A Normalized Short-Time Partial Directed Coherence Analysis -- 3.2 A Multivariate Transfer Entropy Analysis -- Discussion -- 6 Sleep -- 1 An Information Transfer Analysis -- 2 A Time Delay Stability Analysis -- 7 Motor Control -- 1 A Synthetic Data Generation Model Analysis -- 2 A Machine Learning Approach -- Appendix A -- Appendix A -- A.1 Smoothed Pseudo Wigner-Ville Distribution -- A.2 Multifractals and Non-Gaussian Multiscale Analysis -- A.3 Point-Process Model of Heartbeat Dynamics -- A.4 EEG Channel Map -- Appendix B -- Appendix B -- B.1 Quantitative Results of BHI Estimationsin the Multifractal Domain -- References -- Index.
• Titolo autorizzato: Functional brain-heart interplay
• ISBN: 3-030-79934-4
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Lingua di pubblicazione: Inglese
• Record Nr.: 9910503000603321
• Lo trovi qui: Univ. Federico II