Search results for "frequency [modulation]"

showing 10 items of 569 documents

Identical fits of nonnegative matrix/tensor factorization may correspond to different extracted event-related potentials

2010

Nonnegative Matrix / Tensor factorization (NMF/NTF) have been used in the study of EEG, and the fit (explained variation) is often used to evaluate the performance of a nonnegative decomposition algorithm. However, this parameter only reveals the information derived from the mathematical model and just exhibits the reliability of the algorithms, and the property of EEG can not be reflected. If fits of two algorithms are identical, it is necessary to examine whether the desired components extracted by them are identical too. In order to verify this doubt, we performed NMF and NTF on the same dataset of an auditory event-related potentials (ERPs), and found that the identical fits of NMF and …

medicine.diagnostic_testComponent (thermodynamics)Property (programming)business.industryFeature extractionPattern recognitionElectroencephalographyMatrix decompositionNon-negative matrix factorizationTime–frequency analysismedicineArtificial intelligenceNonnegative matrixbusinessMathematicsThe 2010 International Joint Conference on Neural Networks (IJCNN)
researchProduct

Epilepsy stages diagnosis by Gabor atom density according to their aspect ratio

2008

During epilepsy seizure Electrocorticogram (ECoG) may change dramatically from a nearly chaotic signal (basal state) into a highly synchronized signal during a seizure, characterized by high amplitude and low frequency, and suddenly go back to the basal sate, making hard to identify them from time series. The epileptic seizure shows some stages as it is evolving, the here studied are: basal, preictal, ictal and posictal. As most of the bioelectrical signal, ECoG is a highly non periodical signal, so the most suitable techniques to analyze them are the Time-Frequency algorithms (T-F), allowing to follow up its frequency evolution through the seizure. Each seizure stage has a set of frequency…

medicine.diagnostic_testComputer scienceSpeech recognitionGabor atomElectroencephalographyNeurophysiologymedicine.diseaseTime–frequency analysisEpilepsymedicineIctalEpileptic seizuremedicine.symptomKindling model2008 5th International Conference on Electrical Engineering, Computing Science and Automatic Control
researchProduct

Empirical Mode Decomposition on Mismatch Negativity

2008

Empirical mode decomposition (EMD) has been applied in the various disciplines to extract the desired signal. The basic principle is to decompose a time series into intrinsic mode functions (IFMs) and each IFM corresponds to an oscillation phenomenon. A statistical description of the oscillatory activities of the EEG has been well known. It is desired to extract single oscillatory process from the EEG by EMD. Mismatch negativity (MMN) can be automatically elicited by the deviant stimulus in an oddball paradigm, in which physically the deviant stimulus occurs among repetitive and homogeneous stimuli. MMN thus reflects the ability of the brain to detect changes in auditory stimuli. So, the MM…

medicine.diagnostic_testbusiness.industryMismatch negativityPattern recognitionElectroencephalographyHilbert–Huang transformTime–frequency analysisEvent-related potentialFrequency domainmedicineArtificial intelligenceInfomaxbusinessOddball paradigmMathematics
researchProduct

Extract Mismatch Negativity and P3a through Two-Dimensional Nonnegative Decomposition on Time-Frequency Represented Event-Related Potentials

2010

This study compares the row-wise unfolding nonnegative tensor factorization (NTF) and the standard nonnegative matrix factorization (NMF) in extracting time-frequency represented event-related potentials—mismatch negativity (MMN) and P3a from EEG under the two-dimensional decomposition The criterion to judge performance of NMF and NTF is based on psychology knowledge of MMN and P3a MMN is elicited by an oddball paradigm and may be proportionally modulated by the attention So, participants are usually instructed to ignore the stimuli However the deviant stimulus inevitably attracts some attention of the participant towards the stimuli Thus, P3a often follows MMN As a result, if P3a was large…

medicine.diagnostic_testbusiness.industrySpeech recognitionMismatch negativityPattern recognitionElectroencephalographyNon-negative matrix factorizationTime–frequency analysisP3aEvent-related potentialFeature (machine learning)medicineArtificial intelligencebusinessOddball paradigmMathematics
researchProduct

Visualization of inert gas wash-out during high-frequency oscillatory ventilation using fluorine-19 MRI

2010

High-frequency oscillatory ventilation is looked upon as a lung-protective ventilation strategy. For a further clarification of the physical processes promoting gas transport, a visualization of gas flow and the distribution of ventilation are of considerable interest. Therefore, fluorine-19 magnetic resonance imaging of the imaging gas octafluorocyclobutane (C(4) F(8) ) during high-frequency oscillatory ventilation was performed in five healthy pigs. For that, a mutually compatible ventilation-imaging system was set up and transverse images were acquired every 5 sec using FLASH sequences on a 1.5 T scanner. Despite a drop in signal-to-noise ratio after the onset of high-frequency oscillato…

medicine.diagnostic_testchemistry.chemical_elementMagnetic resonance imaginglaw.inventionTransverse planeOctafluorocyclobutanechemistry.chemical_compoundNuclear magnetic resonancechemistrylawAnesthesiaVentilation (architecture)medicineFluorineRadiology Nuclear Medicine and imagingRespiratory systemInert gasHigh frequency oscillatory ventilationMagnetic Resonance in Medicine
researchProduct

Comparison of frequency domain measures based on spectral decomposition for spontaneous baroreflex sensitivity assessment after Acute Myocardial Infa…

2021

Abstract The objective of this study is to present a new method to assess in the frequency domain the directed interactions between the spontaneous variability of systolic arterial pressure (SAP) and heart period (HP) from their linear model representation, and to apply it for studying the baroreflex control of arterial pressure in healthy physiological states and after acute myocardial infarction (AMI). The method is based on pole decomposition of the model transfer function and on the following evaluation of causal measures of coupling and gain from the poles associated to low frequency (0.04−0.15 Hz) oscillatory components. It is compared with traditional non-causal approaches for the sp…

medicine.medical_specialty0206 medical engineeringBiomedical EngineeringHealth Informatics02 engineering and technologyAcute myocardial infarctionBaroreflexSettore ING-INF/01 - ElettronicaMatrix decomposition03 medical and health sciences0302 clinical medicineInternal medicinemedicineSpectral analysiscardiovascular diseasesMyocardial infarctionSensitivity (control systems)Spectral decompositionbusiness.industryHead-up tiltLinear modelBaroreflexmedicine.disease020601 biomedical engineeringFrequency domainCausalityBlood pressureFrequency domainCardiovascular controlSignal ProcessingSettore ING-INF/06 - Bioingegneria Elettronica E InformaticaCardiologybusiness030217 neurology & neurosurgery
researchProduct

New diagnostic and imaging technologies in dermatology

2021

INTRODUCTION Diagnosis of dermatological disorders is primarily based on clinical examination in combination with histopathology. However, clinical findings alone may not be sufficient for accurate diagnosis and cutaneous biopsies are being associated with morbidity. OBJECTIVE The objective of this article is to review the newer technologies along with their applications, limitation and future prospectus. METHODOLOGY Comprehensive literature search was performed using electronic online databases "PubMed" and "Google Scholar". Articles published in English language were considered for the review. RESULTS In order to improve and/or widen the armamentarium in dermatologic disease diagnosis and…

medicine.medical_specialtyDiagnostic methodsMicroscopy Confocalbusiness.industryEmerging technologies610 MedizinEnglish languageDermatologyDermatologyArtificial Intelligence610 Medical sciencesMedicineHigh frequency ultrasonographyHumansDermatological disordersbusinessTomography Optical CoherenceUltrasonography
researchProduct

Diagnosis and Planning in Immediate Loading: Surgical Diagnosis

2019

For several decades, two-dimensional images were the only available for the surgical diagnosis prior to implant placement. The introduction of digital radiology and software applications for three-dimensional imaging has increased the prospects of success in implant diagnosis and surgical placement. The CBCT is definitely more precise and complete than panoramic radiography, but it is not always mandatory for every case. Success for fixed implant-supported rehabilitations, especially in immediate provisionalization techniques, depends on accurate pre-surgical evaluation of the following issues: (1) recognize feasible restoration procedures to rehabilitate patient edentulism; (2) list all th…

medicine.medical_specialtyEdentulismbusiness.industryRadiographymedicine.diseaseSurgical planningOsseointegrationResonance frequency analysisImmediate loadingmedicineMedical physicsImplantSurgical diagnosisbusiness
researchProduct

Five-year results from the prospective European multicentre cohort study on radiofrequency segmental thermal ablation for incompetent great saphenous…

2015

AbstractBackgroundThis was a prospective study of radiofrequency segmental thermal ablation (RFA) for the treatment of incompetent varicose great saphenous veins (GSVs). The present report describes long-term follow-up at 5 years.MethodsThe 5-year follow-up of this multicentre European study included assessment of the Venous Clinical Severity Score (VCSS), and GSV occlusion and reflux on duplex imaging.ResultsA total of 225 patients had 295 GSVs treated by RFA, achieving an initial vein occlusion rate of 100 per cent. With 80·0 per cent compliance, Kaplan–Meier analyses showed a GSV occlusion rate of 91·9 per cent and a reflux-free rate of 94·9 per cent at 5 years. Among the 15 GSVs noted w…

medicine.medical_specialtyHot TemperatureRadiofrequency ablationmedicine.medical_treatmentCatheter ablationlaw.inventionVaricose VeinslawVaricose veinsOcclusionmedicineHumansSaphenous VeinProspective StudiesProspective cohort studyUltrasonographybusiness.industryRefluxOriginal ArticlesVein occlusionSurgeryTreatment OutcomeVenous InsufficiencyCatheter AblationSurgerymedicine.symptombusinessCohort studyBritish Journal of Surgery
researchProduct

Resonance frequency analysis-reliability in third generation instruments : Osstell mentor ®

2012

Few studies assess repeatability and reproducibility in registers of resonance frequency analysis (a value of dental implant stability). Objective: Few studies assess repeatability and reproducibility in resonance frequency analyses (implant stability evaluation). This study is aimed at assessing reliability (repeatabilty and reproducibility) in the Osstell Mentor® system using the intraclass correlation coefficient (ICC) as the statistical method. Study Design: ISQ measurements of RFA were carried out by means of the Osstell Mentor ® instrument in 58 implants in 19 patients. Six measurements were performed on each implant by means of two different Smart-Pegs (I and II). Three consecutive m…

medicine.medical_specialtyIntraclass correlationmedicine.medical_treatmentmedicineHumansPeriodontologyDental implantGeneral DentistryReliability (statistics)Dental ImplantsReproducibilitybusiness.industryReproducibility of ResultsRepeatability:CIENCIAS MÉDICAS [UNESCO]Confidence intervalSurgeryDental ImplantationResonance frequency analysisOtorhinolaryngologyUNESCO::CIENCIAS MÉDICASResearch-ArticleSurgeryImplantbusinessBiomedical engineering
researchProduct