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Advances in Electrodermal Activity Processing with Applications for Mental Health : From Heuristic Methods to Convex Optimization / / by Alberto Greco, Gaetano Valenza, Enzo Pasquale Scilingo
| Advances in Electrodermal Activity Processing with Applications for Mental Health : From Heuristic Methods to Convex Optimization / / by Alberto Greco, Gaetano Valenza, Enzo Pasquale Scilingo |
| Autore | Greco Alberto |
| Edizione | [1st ed. 2016.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2016 |
| Descrizione fisica | 1 online resource (XVIII, 138 p. 51 illus., 22 illus. in color.) |
| Disciplina | 610.28 |
| Soggetto topico |
Biotechnology
Signal processing Biomedical engineering Bioinformatics Neurosciences Signal, Speech and Image Processing Biomedical Engineering and Bioengineering Computational and Systems Biology Neuroscience |
| ISBN | 3-319-46705-0 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | 1. Electrodermal Phenomena and Recording Techniques -- 2. Modeling for the Analysis of the EDA -- 3. Evaluation of CDA and CvxEDA models -- 4. Emotions and Mood States: Modeling, Elicitation, and Recognition -- 5. Experimental Applications on Multi-Sensory Affective Stimulation -- 6. Conclusions. |
| Record Nr. | UNINA-9910151860303321 |
Greco Alberto
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| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2016 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Assessing Complexity in Physiological Systems through Biomedical Signals Analysis
| Assessing Complexity in Physiological Systems through Biomedical Signals Analysis |
| Autore | Castiglioni Paolo |
| Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 |
| Descrizione fisica | 1 online resource (296 p.) |
| Soggetto topico |
Mathematics & science
Research & information: general |
| Soggetto non controllato |
aging in human population
Alzheimer's disease approximate entropy autonomic nervous function autonomic nervous system baroreflex baroreflex sensitivity (BRS) biomarker blood pressure brain brain dynamics brain functional networks brain signals cardiovascular system central autonomic network cognitive task complexity complexity analysis conditional transfer entropy correlation dimension cross-entropy data compression detrended fluctuation analysis digital volume pulse (DVP) dynamic functional connectivity ECG ectopic beat entropy event-related de/synchronization factor analysis fetal heart rate fNIRS fractal dimension fragmentation fuzzy entropy heart rate heart rate variability heart rate variability (HRV) hypobaric hypoxia information dynamics information flow interconnectivity K-means clustering algorithm labor largest Lyapunov exponent linear prediction mental arithmetics motor imagery multifractality multiscale multiscale complexity multivariate time series analysis network physiology nonlinear analysis partial information decomposition penalized regression techniques percussion entropy index (PEI) photo-plethysmo-graphy (PPG) posture preterm recurrence quantification analysis refined composite multiscale entropy rehabilitation medicine relative consistency Sampen sample entropy self-organized criticality self-similarity sEMG single-channel analysis State-space models static functional connectivity support vector machines classification time series analysis vasovagal syncope vector autoregressive model vector quantization Zipf's law |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910557601803321 |
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Castiglioni Paolo
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| Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Complexity and Nonlinearity in Cardiovascular Signals / / edited by Riccardo Barbieri, Enzo Pasquale Scilingo, Gaetano Valenza
| Complexity and Nonlinearity in Cardiovascular Signals / / edited by Riccardo Barbieri, Enzo Pasquale Scilingo, Gaetano Valenza |
| Edizione | [1st ed. 2017.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2017 |
| Descrizione fisica | 1 online resource (537 pages) |
| Disciplina | 616.1 |
| Soggetto topico |
Biotechnology
Nonlinear optics Cardiology Biomedical engineering Nonlinear Optics Biomedical Engineering and Bioengineering |
| ISBN | 3-319-58709-9 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Part I: Introduction -- 1. Introducing Complex Cardiovascular Physiology -- Part II: Methods -- 2. Symbolic Dynamics, Poincaré Plot Analysis and Compression Entropy Estimate Complexity in Biological Time Series -- 3. Information Decomposition: A tool to Dissect Cardiovascular and Cardiorespiratory Complexity -- 4. Multiscale Entropy: Recent Advances -- 5. Introduction to Complex Systems Analysis with Wavelets -- 6. Intermittency-Driven Complexity in Signal Processing -- 7. Self-Similarity and Detrended Fluctuation Analysis of Cardiovascular Signals -- 8. Time-varying Cardiovascular Complexity with focus on Entropy and Lyapunov Exponents -- 9. Time-frequency analysis of cardiovascular signals and their dynamic interactions -- Part III: Applications -- 10. Measurements of Cardiovascular Signal Complexity for Advanced Clinical Applications -- 11. Applications of Complexity Analysis in Clinical Heart Failure -- 12. Heart Rate Complexity Associated with Diabetic Cardiac Neuropathy -- 13. Applications of Heartbeat Complexity Analysis to Depression and Bipolar Disorder -- 14. Cardiac Autonomic changes in Epilepsy -- 15. Applications of Nonlinear Methods to Atrial Fibrillation -- 16. Complex and Nonlinear Analysis of Heart Rate Variability in the Assessment of Fetal and Neonatal Wellbeing -- 17. ARFIMA-GARCH Modelling of HRV: Clinical Application in Acute Brain Injury -- 18. Age and Gender Dependency of Complexity Measures of Short-term Heart Rate Time Series -- 19. Complexity and Nonlinearities in Cardiorespiratory Signals in Sleep and Sleep Apnea. |
| Record Nr. | UNINA-9910253941603321 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2017 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Functional brain-heart interplay : from physiology to advanced methodology of signal processing and modeling / / Vincenzo Catrambone, Gaetano Valenza
| Functional brain-heart interplay : from physiology to advanced methodology of signal processing and modeling / / Vincenzo Catrambone, Gaetano Valenza |
| Autore | Catrambone Vincenzo |
| Pubbl/distr/stampa | Cham, Switzerland : , : Springer, , [2021] |
| Descrizione fisica | 1 online resource (238 pages) |
| Disciplina | 612.8 |
| Soggetto topico |
Neurophysiology
Neurofisiologia |
| Soggetto genere / forma | Llibres electrònics |
| ISBN | 3-030-79934-4 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| 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. |
| Record Nr. | UNINA-9910503000603321 |
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Catrambone Vincenzo
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| Cham, Switzerland : , : Springer, , [2021] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Physiological Noise and Informative Randomness in Neural and Cardiovascular Systems / / by Andrea Scarciglia, Claudio Bonanno, Gaetano Valenza
| Physiological Noise and Informative Randomness in Neural and Cardiovascular Systems / / by Andrea Scarciglia, Claudio Bonanno, Gaetano Valenza |
| Autore | Scarciglia Andrea |
| Edizione | [1st ed. 2025.] |
| Pubbl/distr/stampa | Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2025 |
| Descrizione fisica | 1 online resource (243 pages) |
| Disciplina | 610.28 |
| Altri autori (Persone) |
BonannoClaudio
ValenzaGaetano |
| Collana | Biomedical and Life Sciences Series |
| Soggetto topico |
Biomedical engineering
Neurotechnology (Bioengineering) Neurosciences Cardiovascular system Physiology Biomedical Engineering and Bioengineering Neuroengineering Neuroscience Cardiovascular Physiology |
| ISBN | 3-031-95914-0 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Introduction and Key Definitions -- Formal Definition of Noise and Noise Estimation Techniques -- Physiological Noise in NeuroCardiovascular Systems -- Results on Syntethic Data -- Results on Real Physiological Signals -- Discussions. |
| Record Nr. | UNINA-9911022154903321 |
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Scarciglia Andrea
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| Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2025 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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