Search results for " processing"

showing 10 items of 7549 documents

An Information-Theoretic Framework to Map the Spatiotemporal Dynamics of the Scalp Electroencephalogram

2016

We present the first application of the emerging framework of information dynamics to the characterization of the electroencephalography (EEG) activity. The framework provides entropy-based measures of information storage (self entropy, SE) and information transfer (joint transfer entropy (TE) and partial TE), which are applied here to detect complex dynamics of individual EEG sensors and causal interactions between different sensors. The measures are implemented according to a model-free and fully multivariate formulation of the framework, allowing the detection of nonlinear dynamics and direct links. Moreover, to deal with the issue of volume conduction, a compensation for instantaneous e…

AdultMaleInformation transferEntropyComputation0206 medical engineeringInformation TheoryBiomedical Engineering02 engineering and technologyScalp electroencephalogramElectroencephalographyMachine learningcomputer.software_genreEEG propagationYoung Adult03 medical and health sciences0302 clinical medicinevolume conductionmedicineHumansCausal connectivitytransfer entropy (TE)MathematicsBrain MappingScalpmedicine.diagnostic_testbusiness.industryBrainElectroencephalographySignal Processing Computer-AssistedPattern recognitioncomplex dynamic020601 biomedical engineeringmultivariate time series analysiComplex dynamicsNonlinear systemSettore ING-INF/06 - Bioingegneria Elettronica E InformaticaFemaleentropy estimationTransfer entropyArtificial intelligenceInformation dynamicsbusinesscomputer030217 neurology & neurosurgeryIEEE Transactions on Biomedical Engineering
researchProduct

Instantaneous Transfer Entropy for the Study of Cardiovascular and Cardio-Respiratory Nonstationary Dynamics

2017

Objective: Measures of transfer entropy (TE) quantify the direction and strength of coupling between two complex systems. Standard approaches assume stationarity of the observations, and therefore are unable to track time-varying changes in nonlinear information transfer with high temporal resolution. In this study, we aim to define and validate novel instantaneous measures of TE to provide an improved assessment of complex nonstationary cardiorespiratory interactions. Methods: We here propose a novel instantaneous point-process TE (ipTE) and validate its assessment as applied to cardiovascular and cardiorespiratory dynamics. In particular, heartbeat and respiratory dynamics are characteriz…

AdultMaleInformation transferHistoryHeartbeatDatabases FactualPhysiologyEntropy0206 medical engineeringComplex systemBiomedical EngineeringHeart Rate VariabilityProbability density function02 engineering and technology01 natural sciencesPoint processStatistics NonparametricElectrocardiographyYoung Adult0103 physical sciencesProbability density functionEntropy (information theory)HumansStatistical physicsTransfer Entropy010306 general physicsBiomedical measurementMathematicsbusiness.industryHemodynamicsModels CardiovascularHeart beatSignal Processing Computer-AssistedComplexityBaroreflex020601 biomedical engineeringKolmogorov-Smirnov DistanceRespiratory Sinus ArrhythmiaBaroreflex; Biomedical measurement; Complexity; Entropy; Heart beat; Heart rate variability; Heart Rate Variability; History; Kolmogorov-Smirnov Distance; Physiology; Point Process; Probability density function; Respiratory Sinus Arrhythmia; Transfer Entropy; Biomedical EngineeringDiscrete time and continuous timePoint ProceSettore ING-INF/06 - Bioingegneria Elettronica E InformaticaPoint ProcessTransfer entropyFemaleArtificial intelligencebusiness
researchProduct

Perceived collective burnout: a multilevel explanation of burnout

2011

Building up on the socially induced model of burnout and the job demands-resources model, we examine how burnout can transfer without direct contagion or close contact among employees. Based on the social information processing approach and the conservation of resources theory, we propose that perceived collective burnout emerges as an organizational-level construct (employees' shared perceptions about how burned out are their colleagues) and that it predicts individual burnout over and above indicators of demands and resources. Data were gathered during the first term and again during the last term of the academic year among 555 teachers from 100 schools. The core dimensions of burnout, ex…

AdultMaleInterprofessional RelationsApplied psychologyWorkloadBurnoutJob SatisfactionSocial information processingCynicismArts and Humanities (miscellaneous)Surveys and QuestionnairesDevelopmental and Educational PsychologyHumansWorkplaceBurnout ProfessionalSocial perceptionMultilevel modelSocial SupportWorkloadMiddle AgedFacultyPsychiatry and Mental healthClinical PsychologySocial PerceptionAbsenteeismFemaleJob satisfactionPsychologyAttitude to HealthSocial psychologyAnxiety, Stress & Coping
researchProduct

Improved T2* assessment in liver iron overload by magnetic resonance imaging.

2009

In the clinical MRI practice, it is common to assess liver iron overload by T2* multi-echo gradient-echo images. However, there is no full consensus about the best image analysis approach for the T2* measurements. The currently used methods involve manual drawing of a region of interest (ROI) within MR images of the liver. Evaluation of a representative liver T2* value is done by fitting an appropriate model to the signal decay within the ROIs vs. the echo time. The resulting T2* value may depend on both ROI placement and choice of the signal decay model. The aim of this study was to understand how the choice of the analysis methodology may affect the accuracy of T2* measurements. A softwar…

AdultMaleIron OverloadBiomedical EngineeringBiophysicsImage processingSignalSoftwareRegion of interestImage Processing Computer-AssistedMedicineLiver ironHumansRadiology Nuclear Medicine and imagingliver iron overloadObserver VariationReproducibilitymedicine.diagnostic_testbusiness.industrybeta-ThalassemiaReproducibility of ResultsPattern recognitionMagnetic resonance imagingMagnetic Resonance ImagingLiverData Interpretation StatisticalAutomatic segmentationFemaleArtificial intelligencebusinessNuclear medicineAlgorithmsSoftwareMagnetic resonance imaging
researchProduct

Volumetry of Ventilated Airspaces by 3He MRI

2001

To develop a validated post-processing routine for volumetry of the ventilated airspaces by 3He MRI.3Helium MRI and pulmonary function tests were performed in seven healthy volunteers. After segmentation of ventilated airspaces, their volumes were calculated. Functional residual capacity (FRC) was used as a reference. For comparison of absolute volumes, correction factors were evaluated.Mean lung volume (+/- standard deviation) calculated from 3He MRI was 4,082 +/- 908 mL and mean FRC was 3,696 +/- 1166 mL, with a mean difference of 386 mL (r = 0.88). After correction for the relative pulmonary air content (factor 0.82), posture (0.72), and the individual tidal volume, 3He MRI volume was 3,…

AdultMaleIsotopesImage Processing Computer-AssistedHumansFemaleRadiology Nuclear Medicine and imagingGeneral MedicineLung Volume MeasurementsHeliumMagnetic Resonance ImagingInvestigative Radiology
researchProduct

Three-dimensional (3D) versus two-dimensional (2D) laparoscopic adrenalectomy: A case-control study

2016

Abstract Introduction Laparoscopic adrenalectomy is today considered the gold standard of treatment for adrenal tumors. The development of high definition cameras does not eliminate the major limitation of two-dimensional (2D) laparoscopy: lack of depth perception and loss of spatial orientation. Tree-dimensional (3D) HD laparoscopy was developed as an alternative to conventional 2D laparoscopy. Methods We report our experience with use of 3D vision system for laparoscopic adrenalectomy. Between January 2009 and March 2015 we performed a total of 52 laparoscopic adrenalectomies. In this case-control study we considered 13 laparoscopic adrenalectomies performed with three-dimensional (3D) vi…

AdultMaleLaparoscopic surgerymedicine.medical_specialtygenetic structures2D laparoscopy; 3D laparoscopy; Adrenal surgery; Laparoscopic adrenalectomy; Laparoscopic surgerymedicine.medical_treatmentOperative TimeAdrenal Gland NeoplasmsLaparoscopic adrenalectomy2D laparoscopyLaparoscopic surgery030230 surgerySettore MED/13 - EndocrinologiaAdrenal surgery03 medical and health sciencesImaging Three-Dimensional0302 clinical medicineImage Processing Computer-AssistedmedicineHumansIntraoperative ComplicationsLaparoscopyAdrenal tumorsAgedDepth PerceptionLaparoscopic adrenalectomymedicine.diagnostic_testbusiness.industryAdrenalectomyGold standardAdrenalectomyGeneral MedicinePerioperativeMiddle AgedSurgerySettore MED/18 - Chirurgia GeneraleCase-Control Studies030220 oncology & carcinogenesis3D laparoscopyOperative timeFemaleLaparoscopySurgeryClinical CompetenceSettore MED/36 - Diagnostica Per Immagini E RadioterapiabusinessInternational Journal of Surgery
researchProduct

Effects of a 21 days space flight on the mechanical performance and the EMG power spectrum of the leg muscles

2002

AdultMaleLegMaterials scienceElectromyographyWeightlessnessBiomedical EngineeringSpectral densitySignal Processing Computer-AssistedSpace Flightmaximal power; space fligth; microgravitySpaceflightmicrogravitylaw.inventionLeg musclespace fligthlawReference Valuesmaximal powerIsometric ContractionExercise TestHumansMuscle SkeletalSimulation
researchProduct

The effect of associative strength on semantic priming in schizophrenia

2017

The present research was designed to investigate the pattern of semantic priming in schizophrenia as a function of strength of association (or semantic distance between concepts in the semantic network). Thirty schizophrenia patients, without formal thought disorder, and twenty-nine healthy controls participated in a lexical decision task in which prime-target associative strength (strong, weak and not related) and stimulus-onset asynchrony (SOA: 250 ms and 750 ms) were manipulated. Patients and controls showed the same associative strength effect on RTs. In the short SOA condition priming effects were obtained for both strong and weak prime-target associative conditions. However in the lon…

AdultMaleLexical decisionWord processingContext (language use)behavioral disciplines and activities03 medical and health sciences0302 clinical medicineSemantic similarityMemoryRepetition PrimingReaction TimemedicineLexical decision taskHumansSemantic memoryAssociative strength effectBiological PsychiatryMemory DisordersThought disorderAssociation Learningmedicine.diseaseSemantics030227 psychiatryPsychiatry and Mental healthSchizophreniaCase-Control StudiesSchizophreniaFemaleSchizophrenic Psychologymedicine.symptomSemantic memoryPsychologyPriming (psychology)030217 neurology & neurosurgerySemantic primingCognitive psychology
researchProduct

Objective measurement of intraocular forward light scatter using Hartmann-Shack spot patterns from clinical aberrometers. Model-eye and human-eye stu…

2007

Purpose To apply software-based image-analysis tools to objectively determine intraocular scatter determined from clinically derived Hartmann-Shack patterns. Setting Aston Academy of Life Sciences, Aston University, Birmingham, United Kingdom, and Department of Optics, University of Valencia, Valencia, Spain. Methods Purpose-designed image-analysis software was used to quantify scatter from centroid patterns obtained using a clinical Hartmann-Shack analyzer (WASCA, Zeiss/Meditec). Three scatter values, as the maximum standard deviation within a lenslet for all lenslets in the pattern, were obtained in 6 model eyes and 10 human eyes. In the model-eye sample, patterns were obtained in 4 sessi…

AdultMaleLightPsychometricsIntraclass correlationLensletDiagnostic Techniques OphthalmologicalEyeRefraction OcularModels BiologicalSensitivity and SpecificityStandard deviationOpticsmedicineImage Processing Computer-AssistedHumansScattering RadiationMathematicsbusiness.industryObjective measurementCentroidReproducibility of ResultsSmall sampleRepeatabilitySensory SystemsOphthalmologymedicine.anatomical_structureOptometrySurgeryHuman eyeFemalebusinessJournal of cataract and refractive surgery
researchProduct

Associative and semantic priming effects occur at very short stimulus-onset asynchronies in lexical decision and naming

1997

Abstract Prior research has found significant associative/semantic priming effects at very short stimulus-onset asynchronies (SOAs) in experimental tasks such as lexical decision, but not in naming tasks (however, see Lukatela and Turvey, 1994 ). In this paper, the time course of associative priming effects was analyzed at several very short SOAs (33, 50, and 67 ms), using the masked priming paradigm ( Forster and Davis, 1984 ), both in lexical decision (Experiment 1) and naming (Experiment 2). The results show small—but significant—associative priming effects in both tasks. Additionally, using the masked priming procedure at the 67 ms SOA, Experiments 3 and 4, shows facilitatory priming ef…

AdultMaleLinguistics and LanguageCognitive NeuroscienceDecision MakingWord processingExperimental and Cognitive PsychologyLanguage and LinguisticsPsycholinguisticsReference ValuesReaction TimeDevelopmental and Educational PsychologyLexical decision taskHumansSemantic memoryAttentionResponse primingCognitionPaired-Associate LearningLinguisticsSemanticsMental RecallWord recognitionFemalePsychologyPriming (psychology)Cognitive psychologyCognition
researchProduct