Frontiers in Network Physiology | Information Theory section | New and Recent Articles https://www.frontiersin.org/journals/network-physiology/sections/information-theory RSS Feed for Information Theory section in the Frontiers in Network Physiology journal | New and Recent Articles en-us Frontiers Feed Generator,version:1 2026-05-13T15:05:56.967+00:00 60 https://www.frontiersin.org/articles/10.3389/fnetp.2025.1687132 https://www.frontiersin.org/articles/10.3389/fnetp.2025.1687132 <![CDATA[Quantifying coupling and causality in dynamic bivariate systems: a unified framework for time-domain, spectral, and information-theoretic analysis]]> 2026-01-06T00:00:00Z Methods Laura SparacinoHelder PintoChiara BaràYuri AntonacciRiccardo PerniceAna Paula RochaLuca Faes https://www.frontiersin.org/articles/10.3389/fnetp.2025.1578562 https://www.frontiersin.org/articles/10.3389/fnetp.2025.1578562 <![CDATA[Evaluation of deep learning tools in medical diagnosis and treatment of cancer: research analysis of clinical and randomized clinical trials]]> 2026-01-05T00:00:00Z Review Rawad Hodeify https://www.frontiersin.org/articles/10.3389/fnetp.2025.1632144 https://www.frontiersin.org/articles/10.3389/fnetp.2025.1632144 <![CDATA[The nature of quantum parallel processing and its implications for coding in brain neural networks: a novel computational mechanism]]> 2025-10-08T00:00:00Z Perspective Andrew S. JohnsonWilliam Winlow https://www.frontiersin.org/articles/10.3389/fnetp.2025.1570530 https://www.frontiersin.org/articles/10.3389/fnetp.2025.1570530 <![CDATA[Complexity synchronization analysis of neurophysiological data: Theory and methods]]> 2025-05-14T00:00:00Z Original Research Ioannis SchizasSabrina SullivanScott KerickKorosh MahmoodiJ. Cortney BradfordDavid L. BoothePiotr J. FranaszczukPaolo GrigoliniBruce J. West https://www.frontiersin.org/articles/10.3389/fnetp.2025.1551043 https://www.frontiersin.org/articles/10.3389/fnetp.2025.1551043 <![CDATA[Multivariate linear time-series modeling and prediction of cerebral physiologic signals: review of statistical models and implications for human signal analytics]]> 2025-04-16T00:00:00Z Review Nuray VakitbilirAmanjyot Singh SainbhiAbrar IslamAlwyn GomezKevin Yuwa SteinLogan FroeseTobias BergmannDavis McClartyRahul RajFrederick Adam Zeiler https://www.frontiersin.org/articles/10.3389/fnetp.2024.1361915 https://www.frontiersin.org/articles/10.3389/fnetp.2024.1361915 <![CDATA[The constrained-disorder principle defines the functions of systems in nature]]> 2024-12-18T00:00:00Z Review Yaron Ilan https://www.frontiersin.org/articles/10.3389/fnetp.2024.1211413 https://www.frontiersin.org/articles/10.3389/fnetp.2024.1211413 <![CDATA[Information theory reveals physiological manifestations of COVID-19 that correlate with symptom density of illness]]> 2024-06-14T00:00:00Z Original Research Jacob M. RyanShreenithi NavaneethanNatalie DamasoStephan DilchertWendy HartogensisJoseph L. NataleFrederick M. HechtAshley E. MasonBenjamin L. Smarr https://www.frontiersin.org/articles/10.3389/fnetp.2024.1385421 https://www.frontiersin.org/articles/10.3389/fnetp.2024.1385421 <![CDATA[Testing dynamic correlations and nonlinearity in bivariate time series through information measures and surrogate data analysis]]> 2024-05-21T00:00:00Z Original Research Helder PintoIvan LazicYuri AntonacciRiccardo PerniceDanlei GuChiara BaràLuca FaesAna Paula Rocha https://www.frontiersin.org/articles/10.3389/fnetp.2024.1346424 https://www.frontiersin.org/articles/10.3389/fnetp.2024.1346424 <![CDATA[A method to assess linear self-predictability of physiologic processes in the frequency domain: application to beat-to-beat variability of arterial compliance]]> 2024-04-04T00:00:00Z Methods Laura SparacinoYuri AntonacciChiara BaràDávid ŠvecMichal JavorkaLuca Faes https://www.frontiersin.org/articles/10.3389/fnetp.2023.1335808 https://www.frontiersin.org/articles/10.3389/fnetp.2023.1335808 <![CDATA[Gradients of O-information highlight synergy and redundancy in physiological applications]]> 2024-01-09T00:00:00Z Perspective Tomas ScagliariniLaura SparacinoLuca FaesDaniele MarinazzoSebastiano Stramaglia https://www.frontiersin.org/articles/10.3389/fnetp.2023.1227861 https://www.frontiersin.org/articles/10.3389/fnetp.2023.1227861 <![CDATA[Changes to balance dynamics following a high-intensity run are associated with future injury occurrence in recreational runners]]> 2023-11-21T00:00:00Z Original Research Mariana R. C. AquinoJoshua J. LiddyC. Dane NapoliSérgio T. FonsecaRichard E. A. van EmmerikMichael A. Busa https://www.frontiersin.org/articles/10.3389/fnetp.2023.1242505 https://www.frontiersin.org/articles/10.3389/fnetp.2023.1242505 <![CDATA[Time-varying information measures: an adaptive estimation of information storage with application to brain-heart interactions]]> 2023-10-18T00:00:00Z Original Research Yuri AntonacciChiara BaràAndrea ZaccaroFrancesca FerriRiccardo PerniceLuca Faes https://www.frontiersin.org/articles/10.3389/fnetp.2023.1284256 https://www.frontiersin.org/articles/10.3389/fnetp.2023.1284256 <![CDATA[Editorial: Granger causality and information transfer in physiological systems: basic research and applications]]> 2023-10-13T00:00:00Z Editorial Sonia Charleston-VillalobosMichal JavorkaLuca FaesAndreas Voss https://www.frontiersin.org/articles/10.3389/fnetp.2023.1085347 https://www.frontiersin.org/articles/10.3389/fnetp.2023.1085347 <![CDATA[Information theoretic measures of causal influences during transient neural events]]> 2023-05-31T00:00:00Z Original Research Kaidi ShaoNikos K. LogothetisMichel Besserve https://www.frontiersin.org/articles/10.3389/fnetp.2022.958550 https://www.frontiersin.org/articles/10.3389/fnetp.2022.958550 <![CDATA[Correlation between heart rate variability and polysomnography-derived scores of obstructive sleep apnea]]> 2022-09-06T00:00:00Z Original Research Rafael Rodrigues dos SantosThais Marques da SilvaLuiz Eduardo Virgilio SilvaAlan Luiz EckeliHelio Cesar SalgadoRubens Fazan https://www.frontiersin.org/articles/10.3389/fnetp.2022.845327 https://www.frontiersin.org/articles/10.3389/fnetp.2022.845327 <![CDATA[Partial Directed Coherence and the Vector Autoregressive Modelling Myth and a Caveat]]> 2022-04-28T00:00:00Z Original Research Luiz A. BaccaláKoichi Sameshima https://www.frontiersin.org/articles/10.3389/fnetp.2022.834056 https://www.frontiersin.org/articles/10.3389/fnetp.2022.834056 <![CDATA[Effects of Supplemental Oxygen on Cardiovascular and Respiratory Interactions by Extended Partial Directed Coherence in Idiopathic Pulmonary Fibrosis]]> 2022-03-15T00:00:00Z Original Research Laura M. Santiago-FuentesSonia Charleston-VillalobosRamón González-CamarenaAndreas VossMayra E. Mejía-AvilaIvette Buendía-RoldanSina ReuleckeTomás Aljama-Corrales https://www.frontiersin.org/articles/10.3389/fnetp.2022.840829 https://www.frontiersin.org/articles/10.3389/fnetp.2022.840829 <![CDATA[Linear and Nonlinear Directed Connectivity Analysis of the Cardio-Respiratory System in Type 1 Diabetes]]> 2022-03-08T00:00:00Z Original Research Michele SorelliT. Noah HutsonLeonidas IasemidisLeonardo Bocchi https://www.frontiersin.org/articles/10.3389/fnetp.2021.765332 https://www.frontiersin.org/articles/10.3389/fnetp.2021.765332 <![CDATA[Measuring the Rate of Information Exchange in Point-Process Data With Application to Cardiovascular Variability]]> 2022-01-28T00:00:00Z Original Research Gorana MijatovicRiccardo PerniceAlessio PerinelliYuri AntonacciAlessandro BusaccaMichal JavorkaLeonardo RicciLuca Faes https://www.frontiersin.org/articles/10.3389/fnetp.2021.706487 https://www.frontiersin.org/articles/10.3389/fnetp.2021.706487 <![CDATA[Comparison of Causality Network Estimation in the Sensor and Source Space: Simulation and Application on EEG]]> 2021-09-29T00:00:00Z Original Research Christos KoutlisVasilios K. KimiskidisDimitris Kugiumtzis