Assessing Complexity in Physiological Systems through Biomedical Signals Analysis

Assessing Complexity in Physiological Systems through Biomedical Signals Analysis

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...

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Bibliographic Details
Format: eBook
Language:English
Published: Basel, Switzerland MDPI - Multidisciplinary Digital Publishing Institute 2021
Subjects:
Mathematics & science
Research & information: general
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
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