Search results for "image processing"

showing 10 items of 3285 documents

Model order effects on ICA of resting-state complex-valued fMRI data : application to schizophrenia

2018

Abstract Background Component splitting at higher model orders is a widely accepted finding for independent component analysis (ICA) of functional magnetic resonance imaging (fMRI) data. However, our recent study found that intact components occurred with subcomponents at higher model orders. New method This study investigated model order effects on ICA of resting-state complex-valued fMRI data from 82 subjects, which included 40 healthy controls (HCs) and 42 schizophrenia patients. In addition, we explored underlying causes for distinct component splitting between complex-valued data and magnitude-only data by examining model order effects on ICA of phase fMRI data. A best run selection me…

AdultMalecomplex-valued fMRI dataSchizophrenia (object-oriented programming)RestModels Neurologicalphase datata3112050105 experimental psychology03 medical and health sciences0302 clinical medicinetoiminnallinen magneettikuvausComponent (UML)medicineImage Processing Computer-AssistedHumans0501 psychology and cognitive sciencesDefault mode networkMathematicsta113model orderBrain MappingPrincipal Component AnalysisskitsofreniaResting state fMRImedicine.diagnostic_testModel orderbusiness.industryGeneral Neuroscience05 social sciencesBrainsignaalianalyysiPattern recognitionData applicationcomponent splittingIndependent component analysisMagnetic Resonance ImagingOxygenSchizophreniaFemaleArtificial intelligencebusinessFunctional magnetic resonance imagingindependent component analysis (ICA)030217 neurology & neurosurgery
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Asymmetric modulation of human visual cortex activity during 10 degrees lateral gaze (fMRI study).

2005

We used BOLD fMRI to study the differential effects of the direction of gaze on the visual and the ocular motor systems. Fixation of a target straight ahead was compared to fixation of a target 10 degrees to the right and 10 degrees to the left from gaze straight ahead, and to eyes open in complete darkness in thirteen healthy volunteers. While retinotopic coordinates remained the same in all fixation conditions, the fixation target shifted with respect to a head-centered frame of reference. During lateral fixation, deactivations in higher-order visual areas (one ventral cluster in the lingual and fusiform gyri and one dorsal cluster in the postero-superior cuneus) and, as a trend, activati…

AdultMalegenetic structuresCognitive NeuroscienceFixation OcularFunctional LateralityCuneusVisual processingmedicineImage Processing Computer-AssistedHumansComputer visionVisual Cortexbusiness.industryEye movementDarknessGazeMagnetic Resonance Imagingeye diseasesOxygenmedicine.anatomical_structureVisual cortexNeurologyVisuospatial perceptionData Interpretation StatisticalLateralityFixation (visual)FemaleArtificial intelligencebusinessPsychologyNeuroscienceNeuroImage
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Eye closure in darkness animates sensory systems.

2003

Single subject and group analyses (n = 12) showed that the eyes-open and eyes-closed states in complete darkness considerably and consistently differ in the patterns of associated brain activation in fMRI. During nonchanging external stimulation, ocular motor and attentional systems were activated when the eyes were open; the visual, somatosensory, vestibular, and auditory systems were activated when the eyes were closed. These data suggest that there are two different states of mental activity: with the eyes closed, an "interoceptive" state characterized by imagination and multisensory activity and with the eyes open, an "exteroceptive" state characterized by attention and ocular motor act…

AdultMalegenetic structuresEye MovementsCognitive NeuroscienceSensory systemStimulationSomatosensory systemBrain mappingmedicineImage Processing Computer-AssistedHumansOcular Physiological PhenomenaOcular Physiological PhenomenaVestibular systemBrain Mappingmedicine.diagnostic_testElectronystagmographySomatosensory CortexDarknessMagnetic Resonance Imagingeye diseasesOxygenNeurologyElectronystagmographyDarknessFemalesense organsPsychologyNeuroscienceNeuroImage
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Evidence for cortical visual substitution of chronic bilateral vestibular failure (an fMRI study).

2007

Bilateral vestibular failure (BVF) is a rare disorder of the labyrinth or the eighth cranial nerve which has various aetiologies. BVF patients suffer from unsteadiness of gait combined with blurred vision due to oscillopsia. Functional MRI (fMRI) in healthy subjects has shown that stimulation of the visual system induces an activation of the visual cortex and ocular motor areas bilaterally as well as simultaneous deactivations of multisensory vestibular cortex areas. Our question was whether the chronic absence of bilateral vestibular input (BVF) causes a plastic cortical reorganization of the above-described visual-vestibular interaction. We used fMRI to measure the differential effects of…

AdultMalegenetic structuresSensory systemAuditory cortexOscillopsiamedicineImage Processing Computer-AssistedHumansEye Movement MeasurementsNystagmus OptokineticAgedVisual CortexVestibular systemAged 80 and overNeuronal Plasticitymedicine.diagnostic_testMiddle AgedVestibular cortexMagnetic Resonance ImagingVisual cortexmedicine.anatomical_structureVestibular DiseasesChronic DiseaseFemaleNeurology (clinical)medicine.symptomFunctional magnetic resonance imagingPsychologyNeurosciencePhotic StimulationBrodmann areaBrain : a journal of neurology
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Hippocampal subfields predict positive symptoms in schizophrenia : First evidence from brain morphometry

2012

Alterations of hippocampal anatomy have been reported consistently in schizophrenia. Within the present study, we used FreeSurfer to determine hippocampal subfield volumes in 21 schizophrenic patients. A negative correlation between PANSS-positive symptom score and bilateral hippocampal subfield CA2/3 as well as CA1 volume was found on high-resolution magnetic resonance images. Our observation opens the gate for advanced investigation of the commonly reported hippocampal abnormalities in schizophrenia in terms of specific subfields.

AdultMalegenetic structureshippocampusFreeSurferHippocampusHippocampal formationCA1Cellular and Molecular NeurosciencemedicineImage Processing Computer-AssistedHumansddc:610Biological PsychiatryvolumetryPsychiatric Status Rating Scalesmedicine.diagnostic_testBrain morphometryMagnetic resonance imagingOrgan Sizemedicine.diseaseMagnetic Resonance ImagingJschizophreniaPsychiatry and Mental healthnervous systemCA2/3SchizophreniaPsychiatric status rating scalesOriginal ArticleFemaleNegative correlationPsychologyNeuroscienceSymptom score
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Focal nodular hyperplasia-like lesions in patients with cavernous transformation of the portal vein: prevalence, MR findings and natural history.

2011

PURPOSE: To retrospectively investigate the prevalence, MR findings, natural history, and association with other hepatic lesions of focal nodular hyperplasia (FNH)-like lesions in a cohort of consecutive patients with cavernous transformation of the portal vein (CTPV). MATERIALS AND METHODS: This retrospective IRB-approved study comprised 58 patients (32 men, 26 women; average age, 50 years) with CTPV who underwent liver MR imaging between 2000 and 2008. MR images were assessed by two radiologists in consensus for the presence of (a) FNH-like lesions and other liver lesions, and (b) other imaging findings. Patients were assigned to a stable or progressive clinical course based on lesion cha…

AdultMalemedicine.medical_specialtyAbdomen Liver Cavernous transformation of the portal vein Benign liver neoplasms Magnetic resonance imagingAdenomaLesionHemangiomaCohort StudiesReference ValuesmedicineImage Processing Computer-AssistedHumansRadiology Nuclear Medicine and imagingLiver focal nodular hyperplasia cavernomatosis portal veinNeuroradiologyAgedRetrospective Studiesmedicine.diagnostic_testbusiness.industryPortal VeinLiver NeoplasmsFocal nodular hyperplasiaMagnetic resonance imagingInterventional radiologyGeneral MedicineMiddle Agedmedicine.diseaseMagnetic Resonance Imagingmedicine.anatomical_structureTreatment OutcomeFocal Nodular HyperplasiaAbdomenFemaleRadiologymedicine.symptombusinessSettore MED/36 - Diagnostica Per Immagini E RadioterapiaEuropean radiology
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Texture analysis in susceptibility-weighted imaging may be useful to differentiate acute from chronic multiple sclerosis lesions.

2020

To evaluate the diagnostic performance of texture analysis (TA) applied on non-contrast-enhanced susceptibility-weighted imaging (SWI) to differentiate acute (enhancing) from chronic (non-enhancing) multiple sclerosis (MS) lesions. We analyzed 175 lesions from 58 patients with relapsing-remitting MS imaged on a 3.0 T MRI scanner and applied TA on T2-w and SWI images to extract texture features. We evaluated the presence or absence of lesion enhancement on T1-w post-contrast images and performed a computational statistical analysis to assess if there was any significant correlation between the texture features and the presence of lesion activity. ROC curves and leave-one-out cross-validation…

AdultMalemedicine.medical_specialtyAdolescentContrast Media030218 nuclear medicine & medical imagingLesion03 medical and health sciencesYoung Adult0302 clinical medicineMultiple Sclerosis Relapsing-RemittingImage Processing Computer-AssistedMedicineHumansMultiple sclerosiRadiology Nuclear Medicine and imagingDiagnosis Computer-AssistedLeast-Squares AnalysisNeuroradiologyAgedRetrospective Studiesmedicine.diagnostic_testReceiver operating characteristicbusiness.industryMultiple sclerosisUltrasoundReproducibility of ResultsMagnetic resonance imagingGeneral MedicineMiddle Agedmedicine.diseaseMagnetic Resonance ImagingRegressionLogistic modelsContrast agentROC Curve030220 oncology & carcinogenesisArea Under CurveSusceptibility weighted imagingAcute DiseaseChronic DiseaseRegression AnalysisFemaleRadiologymedicine.symptomSettore MED/36 - Diagnostica Per Immagini E RadioterapiabusinessEuropean radiology
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Global and regional cortical thinning in first-episode psychosis patients: relationships with clinical and cognitive features

2010

BackgroundThe thickness of the cortical mantle is a sensitive measure for identifying alterations in cortical structure. We aimed to explore whether first episode schizophrenia patients already show a significant cortical thinning and whether cortical thickness anomalies may significantly influence clinical and cognitive features.MethodWe investigated regional changes in cortical thickness in a large and heterogeneous sample of schizophrenia spectrum patients (n=142) at their first break of the illness and healthy controls (n=83). Magnetic resonance imaging brain scans (1.5 T) were obtained and images were analyzed by using brains2. The contribution of sociodemographic, cognitive and clinic…

AdultMalemedicine.medical_specialtyAdolescentbrainBrain mappingArticleYoung AdultCognitionCortex (anatomy)Internal medicineImage Processing Computer-AssistedmedicineHumansApplied PsychologyCerebral CortexPsychiatric Status Rating ScalesAnalysis of VarianceBrain Mappingmedicine.diagnostic_testAge FactorsMagnetic resonance imagingMiddle Agedcortical thicknessmedicine.diseaseMagnetic Resonance ImagingendophenotypeschizophreniaPsychiatry and Mental healthmedicine.anatomical_structureCerebral cortexSchizophreniaEndophenotypeCardiologyFemaleAnalysis of varianceAge of onsetPsychologyNeuroscienceMRIPsychological Medicine
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Fragment reconstruction of coronary arteries using transesophageal echocardiography for coronary diagnostics

2008

Aims Ultrasound differs procedurally from the established methods for non-invasive coronary visualization and is therefore an interesting alternative for non-invasive diagnostics. In this study, fragment reconstruction of coronary arteries by transesophageal echocardiography (FRC-TEE) was investigated for the first time in a patient population being evaluated for coronary angiography. Methods and results Ultrasonic and angiographic findings were compared visually and using quantitative measurements in 50 patients. One hundred and seventy-one vessels were examined by FRC-TEE. The total lengths visualized were 9.6+ 1.7 cm for the right coronary artery, 7.0+ 1.1 cm for left circumflex, 3.9+ 1.…

AdultMalemedicine.medical_specialtyAdolescentmedicine.medical_treatmentCoronary Artery DiseaseCoronary AngiographySensitivity and SpecificitySampling StudiesCoronary artery diseaseGermanyInternal medicinemedicine.arteryImage Processing Computer-AssistedmedicineHumansRadiology Nuclear Medicine and imagingProspective StudiesCircumflexAgedAged 80 and overmedicine.diagnostic_testbusiness.industryCoronary StenosisStentGeneral MedicineMiddle Agedmedicine.diseaseCoronary VesselsCoronary arteriesStenosismedicine.anatomical_structureRight coronary arteryAngiographyCardiologyFemaleCardiology and Cardiovascular Medicinebusinesshuman activitiesEchocardiography Transesophagealcirculatory and respiratory physiologyArteryEuropean Journal of Echocardiography
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Disruption of White Matter Integrity in Bipolar Depression as a Possible Structural Marker of Illness

2011

Background: Diffusion tensor imaging allows the study of integrity of white matter (WM) tracts. Literature suggests that WM integrity could be altered in bipolar disorder. Heterogeneity of brain imaging methods, the studied samples, and drug treatments make localization, nature, and severity of the WM abnormalities unclear. Methods: We applied tract-based spatial statistics of diffusion tensor imaging measures to compare fractional anisotropy (FA), mean, and radial diffusivity of the WM skeleton in a group of 40 consecutively admitted inpatients affected by a major depressive episode without psychotic features with a diagnosis of bipolar disorder type I and 21 unrelated healthy volunteers f…

AdultMalemedicine.medical_specialtyBipolar DisorderGenu of the corpus callosumImage ProcessingPopulationSpleniumCorpus callosumNerve Fibers MyelinatedWhite matter03 medical and health sciencesComputer-AssistedNerve Fibers0302 clinical medicineInternal medicineFractional anisotropyImage Processing Computer-AssistedmedicineHumanseducationBiological PsychiatryBrain Mappingeducation.field_of_studyAdult; Anisotropy; Bipolar Disorder; pathology; Brain Mapping; Brain; Diffusion Tensor Imaging; Female; Humans; Image Processing; Computer-Assisted; Male; Middle Aged; Nerve Fibers; MyelinatedSuperior longitudinal fasciculusBrainMiddle Aged030227 psychiatry3. Good healthDiffusion Tensor Imagingmedicine.anatomical_structureCardiologyMyelinatedAnisotropypathologyFemalePsychologyNeuroscience030217 neurology & neurosurgeryDiffusion MRIBiological Psychiatry
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