Search results for "HEART RATE"

showing 10 items of 887 documents

Information decomposition in the frequency domain: a new framework to study cardiovascular and cardiorespiratory oscillations

2021

While cross-spectral and information-theoretic approaches are widely used for the multivariate analysis of physiological time series, their combined utilization is far less developed in the literature. This study introduces a framework for the spectral decomposition of multivariate information measures, which provides frequency-specific quantifications of the information shared between a target and two source time series and of its expansion into amounts related to how the sources contribute to the target dynamics with unique, redundant and synergistic information. The framework is illustrated in simulations of linearly interacting stochastic processes, showing how it allows us to retrieve …

Multivariate statisticsMultivariate analysisComputer scienceGeneral MathematicsGeneral Physics and AstronomyBlood PressureCardiovascular SystemMatrix decompositionHeart RateDecomposition (computer science)HumansHeart rate variabilityStatistical physicsSeries (mathematics)Stochastic processRespirationautonomic nervous systemGeneral EngineeringMultivariate time series analysisheart rate variabilityredundancy and synergyCardiorespiratory fitnesscoherence function multivariate time-series analysiTerm (time)Autonomic nervous systemInformation dynamicFrequency domainMultivariate AnalysisBiological system
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Algorithms for the inference of causality in dynamic processes: Application to cardiovascular and cerebrovascular variability

2015

This study faces the problem of causal inference in multivariate dynamic processes, with specific regard to the detection of instantaneous and time-lagged directed interactions. We point out the limitations of the traditional Granger causality analysis, showing that it leads to false detection of causality when instantaneous and time-lagged effects coexist in the process structure. Then, we propose an improved algorithm for causal inference that combines the Granger framework with the approach proposed by Pearl for the study of causality among multiple random variables. This new approach is compared with the traditional one in theoretical and simulated examples of interacting processes, sho…

Multivariate statisticsProcess (engineering)Computer scienceBiomedical EngineeringInferenceHealth InformaticsMachine learningcomputer.software_genreHeart RateEconometricsHumansArterial PressureComputer Simulation1707Granger causality analysisSeries (mathematics)business.industryBrainHeartCausalityCausalityCerebrovascular CirculationCausal inferenceSignal ProcessingSettore ING-INF/06 - Bioingegneria Elettronica E InformaticaArtificial intelligencebusinesscomputerRandom variableAlgorithms2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
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Multivariate and Multiscale Complexity of Long-Range Correlated Cardiovascular and Respiratory Variability Series

2020

Assessing the dynamical complexity of biological time series represents an important topic with potential applications ranging from the characterization of physiological states and pathological conditions to the calculation of diagnostic parameters. In particular, cardiovascular time series exhibit a variability produced by different physiological control mechanisms coupled with each other, which take into account several variables and operate across multiple time scales that result in the coexistence of short term dynamics and long-range correlations. The most widely employed technique to evaluate the dynamical complexity of a time series at different time scales, the so-called multiscale …

Multivariate statisticsSystolic arterial pressure (SAP)Vector autoregressive fractionally integrated (VARFI) modelsComputer scienceGeneral Physics and Astronomylcsh:Astrophysics01 natural sciencesArticle010305 fluids & plasmaslcsh:QB460-4660103 physical sciencesRange (statistics)Multi-scale entropy (MSE)lcsh:Science010306 general physicsRepresentation (mathematics)Parametric statisticsvector autoregressive fractionally integrated (VARFI) modelSeries (mathematics)multi-scale entropy (MSE)Stochastic processsystolic arterial pressure (SAP)lcsh:QC1-999Term (time)Autoregressive modelSettore ING-INF/06 - Bioingegneria Elettronica E Informaticavector autoregressive fractionally integrated (VARFI) modelslcsh:QBiological systemHeart rate variability (HRV)lcsh:Physicsheart rate variability (HRV)
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Physical Workload Analysis in Processing Operations: Metal Processing Manufacturing

2019

The aim of this study is to perform physical workload analysis in metal processing industry operations (assembly operators, packaging operators and inspection staff) using objective ergonomics research methods based on the heart rate monitoring and muscle fatigue. The study was carried out in a medium sized metal manufacturing enterprise in Latvia in the department of manufacturing of ironing boards. Assembly, packaging operators and inspection staff agreed to take part in the objective heart rate monitoring and muscle myotonometry measurements. Results show that workers are at high risk of developing WMSDs, since they are subjected to heavy manual work and load on muscles during work. Acco…

Muscle fatigueWork (electrical)Computer scienceHeart rate monitoringWorkloadHeart rate analysisManufacturing engineering
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Surrogate Data Analysis for Assessing the Significance of the Coherence Function

2004

In cardiovascular variability analysis, the significance of the coupling between two time series is commonly assessed by setting a threshold level in the coherence function. While traditionally used statistical tests consider only the parameters of the adopted estimator, the required zero-coherence level may be affected by some features of the observed series. In this study, three procedures, based on the generation of surrogate series sharing given properties with the original but being structurally uncoupled, were considered: independent identically distributed (IID), Fourier transform (FT), and autoregressive (AR). IID surrogates maintained the distribution of the original series, while …

Myocardial InfarctionBiomedical EngineeringBlood PressureSurrogate dataSpectral analysisymbols.namesakeHeart RateStatisticsCoherence functionHumansCoherence (signal processing)Computer SimulationStatistical physicsCoupling significanceSpurious relationshipMathematicsStatistical hypothesis testingRespirationModels CardiovascularSpectral densityEstimatorCardiovascular variabilityFourier transformAutoregressive modelData Interpretation StatisticalsymbolsRegression AnalysisSurrogate dataAlgorithmsIEEE Transactions on Biomedical Engineering
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Pathogenesis of circulatory reactions triggered by nervous reflexes during the implantation of bone cements.

1983

Circulatory and respiratory reactions during the implantation of joint endoprostheses have been observed for years. The components of the bone cements used for anchoring (methyl methacrylate monomer) or the outpour of bone marrow substances from the affected bone marrow cavity are thought to be chiefly responsible for these effects. However, our previous investigations demonstrated unambiguously that reactions of this type can be attributed to direct nervous-reflex mechanisms triggered by the pressure rise in the medullary canal, and that, in addition, bone marrow embolism plays a part in serious circulatory incidents. The investigations on which the present paper is based have confirmed th…

Nervous systemMalePathologymedicine.medical_specialtyMedullary cavitymedicine.medical_treatmentBlood PressureVagotomyBone MarrowHeart RateReflexmedicineAnimalsLungTibiabusiness.industryRespirationBone CementsGeneral MedicineVagotomyGanglionAtropinemedicine.anatomical_structureCirculatory systemReflexFemaleBone marrowRabbitsbusinessmedicine.drugResearch in experimental medicine. Zeitschrift fur die gesamte experimentelle Medizin einschliesslich experimenteller Chirurgie
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Effect of Physiotherapy Treatment in the Autonomic Activation and Pain Perception in Male Patients with Non-Specific Subacute Low Back Pain

2021

Introduction: Physiotherapy treatment is a common intervention for low back pain (LBP) patients. These interventions have been related to physiological effects in the central nervous system. Thus, the aim of this study was to analyze the effect of physiotherapy treatment in patients with LBP in the autonomic nervous system activation and subjective pain perception of patients. Methods: A total of 30 male subjects diagnosed with non-specific subacute LBP received a 50 min session consisting of (a) a manual therapy based on joint mobilization and soft tissues techniques in the lumbo-pelvic area, (b) a stretching program, and (c) motor control exercises of the core muscles. The autonomic modif…

Nervous systemNervous systemmedicine.medical_specialtyJoint mobilizationEducaciónArticle03 medical and health sciencesParasympathetic nervous system0302 clinical medicinemedicineHeart rate variabilityLow back painphysical therapylow back painSistema nerviosobusiness.industryDolor lumbarnervous systemRMotor control030229 sport sciencesGeneral MedicineLow back painAutonomic nervous systemmedicine.anatomical_structureTerapia físicaPhysical therapyMedicineManual therapymedicine.symptombusinessPhysical therapy030217 neurology & neurosurgeryJournal of Clinical Medicine
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Does dark chocolate have an ergogenic impact on emotional state, vegetative nervous system and strength performance?

2021

International audience; The aim of this research is to assess the acute effect of consuming a dark chocolate with lemon (DCL) bar on the emotional state, the vegetative nervous system, and strength performance. This protocol was carried out by eleven male trained cyclists and trail runners (age: 27 ± 12 years old), who tested, in random order, either DCL bar containing flavonoids or a white chocolate bar (placebo) before a simulated competition of knee extension force. Their precompetitive state anxiety (SA), blood pressure, heart rate variability (HRV), and electroencephalography (EEG) responses were measured before and after eating the bars. The maximal voluntary force (MVC) of the knee e…

Nervous systemmedicine.medical_specialtyPhysiology[SDV]Life Sciences [q-bio]Physical Therapy Sports Therapy and RehabilitationDark chocolatePlacebo03 medical and health sciences0302 clinical medicinefoodPhysiology (medical)Internal medicineHeart ratemedicineWhite chocolateOrthopedics and Sports MedicinePrefrontal cortexbusiness.industry030229 sport sciencesfood.foodmedicine.anatomical_structureBlood pressureCardiologyAnxietymedicine.symptombusinesshuman activities030217 neurology & neurosurgeryMovement & Sport Sciences - Science & Motricité
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Inclusion of Instantaneous Influences in the Spectral Decomposition of Causality: Application to the Control Mechanisms of Heart Rate Variability

2021

Heart rate variability is the result of several physiological regulation mechanisms, including cardiovascular and cardiorespiratory interactions. Since instantaneous influences occurring within the same cardiac beat are commonplace in this regulation, their inclusion is mandatory to get a realistic model of physiological causal interactions. Here we exploit a recently proposed framework for the spectral decomposition of causal influences between autoregressive processes [2] and generalize it by introducing instantaneous couplings in the vector autoregressive model (VAR). We show the effectiveness of the proposed approach on a toy model, and on real data consisting of heart period (RR), syst…

Network physiology020206 networking & telecommunicationsSpectral analysis02 engineering and technologyBaroreflexTime–frequency analysisCausality (physics)Stochastic processesAutoregressive modelFrequency domain0202 electrical engineering electronic engineering information engineeringHeart rate variability020201 artificial intelligence & image processingVagal toneBiological systemRegression analysisBeat (music)Mathematics2020 28th European Signal Processing Conference (EUSIPCO)
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Heart rate accelerations during four active encoding tasks — pilot results

1997

Neuropsychology and Physiological PsychologyComputer sciencePhysiology (medical)General NeuroscienceSpeech recognitionEncoding (memory)Heart rateInternational Journal of Psychophysiology
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