Assessing Complexity in Physiological Systems through Biomedical Signals Analysis

• Kolejni autorzy: Castiglioni, Paolo (Redaktor), Faes, Luca (Redaktor), Valenza, Gaetano (Redaktor)
• Format: Elektroniczne Rozdział
• Język: angielski
• Wydane: Basel, Switzerland MDPI - Multidisciplinary Digital Publishing Institute 2021
• Hasła przedmiotowe: Research & information: general; Mathematics & science; autonomic nervous function; heart rate variability (HRV); baroreflex sensitivity (BRS); photo-plethysmo-graphy (PPG); digital volume pulse (DVP); percussion entropy index (PEI); heart rate variability; posture; entropy; complexity; cognitive task; sample entropy; brain functional networks; dynamic functional connectivity; static functional connectivity; K-means clustering algorithm; fragmentation; aging in human population; factor analysis; support vector machines classification; Sampen; cross-entropy; autonomic nervous system; heart rate; blood pressure; hypobaric hypoxia; rehabilitation medicine; labor; fetal heart rate; data compression; complexity analysis; nonlinear analysis; preterm; Alzheimer's disease; brain signals; single-channel analysis; biomarker; refined composite multiscale entropy; central autonomic network; interconnectivity; ECG; ectopic beat; baroreflex; self-organized criticality; vasovagal syncope; Zipf's law; multifractality; multiscale complexity; detrended fluctuation analysis; self-similarity; sEMG; approximate entropy; fuzzy entropy; fractal dimension; recurrence quantification analysis; correlation dimension; largest Lyapunov exponent; time series analysis; relative consistency; event-related de/synchronization; motor imagery; vector quantization; information dynamics; partial information decomposition; conditional transfer entropy; network physiology; multivariate time series analysis; State-space models; vector autoregressive model; penalized regression techniques; linear prediction; fNIRS; brain dynamics; mental arithmetics; multiscale; cardiovascular system; brain; information flow
• Dostęp online: DOAB: download the publication; DOAB: description of the publication

Complexity is a ubiquitous phenomenon in physiology that allows living systems to adapt to external perturbations. Fractal structures, self-organization, nonlinearity, interactions at different scales, and interconnections among systems through anatomical and functional networks, may originate comple...