[HTML][HTML] Brain-heart interactions in the neurobiology of consciousness

D Candia-Rivera - Current Research in Neurobiology, 2022 - Elsevier
Recent experimental evidence on patients with disorders of consciousness revealed that
observing brain-heart interactions helps to detect residual consciousness, even in patients …

Wiener–Granger causality in network physiology with applications to cardiovascular control and neuroscience

A Porta, L Faes - Proceedings of the IEEE, 2015 - ieeexplore.ieee.org
Since the operative definition given by CWJ Granger of an idea expressed by N. Wiener, the
Wiener-Granger causality (WGC) has been one of the most relevant concepts exploited by …

The new field of network physiology: building the human physiolome

PC Ivanov - Frontiers in network physiology, 2021 - frontiersin.org
The human organism comprises various physiological and organ systems, each with its own
structural organization and functional complexity, leading to complex, transient, fluctuating …

Network physiology: how organ systems dynamically interact

RP Bartsch, KKL Liu, A Bashan, PC Ivanov - PloS one, 2015 - journals.plos.org
We systematically study how diverse physiologic systems in the human organism
dynamically interact and collectively behave to produce distinct physiologic states and …

Entropy measures, entropy estimators, and their performance in quantifying complex dynamics: Effects of artifacts, nonstationarity, and long-range correlations

W Xiong, L Faes, PC Ivanov - Physical review E, 2017 - APS
Entropy measures are widely applied to quantify the complexity of dynamical systems in
diverse fields. However, the practical application of entropy methods is challenging, due to …

Focus on the emerging new fields of network physiology and network medicine

PC Ivanov, KKL Liu, RP Bartsch - New journal of physics, 2016 - iopscience.iop.org
Despite the vast progress and achievements in systems biology and integrative physiology
in the last decades, there is still a significant gap in understanding the mechanisms through …

[HTML][HTML] The role of electroencephalography electrical reference in the assessment of functional brain–heart interplay: From methodology to user guidelines

D Candia-Rivera, V Catrambone, G Valenza - Journal of Neuroscience …, 2021 - Elsevier
Background The choice of EEG reference has been widely studied. However, the choice of
the most appropriate re-referencing for EEG data is still debated. Moreover, the role of EEG …

Attention-based LSTM for non-contact sleep stage classification using IR-UWB radar

HB Kwon, SH Choi, D Lee, D Son… - IEEE Journal of …, 2021 - ieeexplore.ieee.org
Manual scoring of sleep stages from polysomnography (PSG) records is essential to
understand the sleep quality and architecture. Since the PSG requires specialized …

Functional brain–heart interplay extends to the multifractal domain

V Catrambone, R Barbieri, H Wendt… - … of the Royal …, 2021 - royalsocietypublishing.org
The study of functional brain–heart interplay has provided meaningful insights in cardiology
and neuroscience. Regarding biosignal processing, this interplay involves predominantly …

Network physiology of cortico–muscular interactions

R Rizzo, X Zhang, JWJL Wang, F Lombardi… - Frontiers in …, 2020 - frontiersin.org
Skeletal muscle activity is continuously modulated across physiologic states to provide
coordination, flexibility and responsiveness to body tasks and external inputs. Despite the …