Search results for "Pulmonary Imaging"

showing 5 items of 5 documents

A maChine and deep Learning Approach to predict pulmoNary hyperteNsIon in newbornS with congenital diaphragmatic Hernia (CLANNISH): Protocol for a re…

2021

Introduction Outcome predictions of patients with congenital diaphragmatic hernia (CDH) still have some limitations in the prenatal estimate of postnatal pulmonary hypertension (PH). We propose applying Machine Learning (ML), and Deep Learning (DL) approaches to fetuses and newborns with CDH to develop forecasting models in prenatal epoch, based on the integrated analysis of clinical data, to provide neonatal PH as the first outcome and, possibly: favorable response to fetal endoscopic tracheal occlusion (FETO), need for Extracorporeal Membrane Oxygenation (ECMO), survival to ECMO, and death. Moreover, we plan to produce a (semi)automatic fetus lung segmentation system in Magnetic Resonanc…

Pediatricsmedicine.medical_treatmentretrospective studyDiagnostic RadiologyCohort StudiesStudy ProtocolMathematical and Statistical TechniquesPregnancyMedicine and Health SciencesLung volumesMultidisciplinarymedicine.diagnostic_testRadiology and ImagingStatisticsQRSoftware EngineeringMagnetic Resonance ImagingPulmonary Imagingmachine learningObstetric ProceduresPhysical SciencesEngineering and TechnologyMedicineFemaleCohort studyComputer and Information Sciencesmedicine.medical_specialtyImaging TechniquesHypertension PulmonaryScienceSurgical and Invasive Medical ProceduresResearch and Analysis MethodsPulmonary hypertensionComputer SoftwareDiagnostic MedicineArtificial IntelligenceCongenital Diaphragmatic Hernia Pulmonary Ipertension Deep Learning protocolmedicineExtracorporeal membrane oxygenationHumansHerniaStatistical MethodsRetrospective StudiesFetal surgerybusiness.industrydiaphragmatic herniasegmentationInfant NewbornBiology and Life SciencesNeonatesCongenital diaphragmatic herniadeep learningRetrospective cohort studyMagnetic resonance imagingmedicine.diseaseSettore FIS/07 - Fisica Applicata(Beni Culturali Ambientali Biol.e Medicin)Hernias Diaphragmatic CongenitalbusinessMathematicsDevelopmental BiologyForecasting
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Assessment of regional ventilation distribution: comparison of vibration response imaging (VRI) with electrical impedance tomography (EIT)

2013

BACKGROUND: Vibration response imaging (VRI) is a bedside technology to monitor ventilation by detecting lung sound vibrations. It is currently unknown whether VRI is able to accurately monitor the local distribution of ventilation within the lungs. We therefore compared VRI to electrical impedance tomography (EIT), an established technique used for the assessment of regional ventilation. METHODOLOGY/PRINCIPAL FINDINGS: Simultaneous EIT and VRI measurements were performed in the healthy and injured lungs (ALI; induced by saline lavage) at different PEEP levels (0, 5, 10, 15 mbar) in nine piglets. Vibration energy amplitude (VEA) by VRI, and amplitudes of relative impedance changes (rel.ΔZ) …

Diagnostic ImagingPathologymedicine.medical_specialtyAnatomy and PhysiologyCritical Care and Emergency MedicinePulmonologyVibration Response ImagingSwineRespiratory SystemLung soundlcsh:MedicineVibrationModel OrganismsRespiratory FailureAnesthesiologyBedside TechnologyElectric ImpedancemedicineMedical imagingAnimalsRespiratory Physiologyddc:610lcsh:ScienceTomographyBiologyElectrical impedance tomographyAnesthesiology MonitoringPhysicsAnalysis of VarianceModels StatisticalAnesthesiology TechnologyMultidisciplinarylcsh:RAnimal Modelsrespiratory systemrespiratory tract diseasesPulmonary imagingSpirometryBreathingMedicinelcsh:QTomographyPulmonary VentilationResearch ArticleBiomedical engineering
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Evaluation of Mucociliary Clearance by Three Dimension Micro-CT-SPECT in Guinea Pig: Role of Bitter Taste Agonists

2016

Different image techniques have been used to analyze mucociliary clearance (MCC) in humans, but current small animal MCC analysis using in vivo imaging has not been well defined. Bitter taste receptor (T2R) agonists increase ciliary beat frequency (CBF) and cause bronchodilation but their effects in vivo are not well understood. This work analyzes in vivo nasal and bronchial MCC in guinea pig animals using three dimension (3D) microCT-SPECT images and evaluates the effect of T2R agonists. Intranasal macroaggreggates of albumin-Technetium 99 metastable (MAA-Tc99m) and lung nebulized Tc99m albumin nanocolloids were used to analyze the effect of T2R agonists on nasal and bronchial MCC respecti…

0301 basic medicinePathologyPhysiologyRespiratory Systemlcsh:MedicineSingle Photon Emission Computed TomographyPharmacologyBiochemistryDiagnostic RadiologyReceptors G-Protein-CoupledMathematical and Statistical Techniques0302 clinical medicineBronchodilationMedicine and Health Scienceslcsh:ScienceTomographyLungMammalsMultidisciplinaryRadiology and ImagingDrugsfood and beveragesChloroquineAnimal Modelsrespiratory systemPulmonary ImagingBody Fluidsmedicine.anatomical_structureMucociliary ClearanceVertebratesPhysical SciencesAnatomyStatistics (Mathematics)Research ArticleAgonistmedicine.medical_specialtySingle Photon Emission Computed Tomography Computed TomographyImaging TechniquesMucociliary clearancemedicine.drug_classGuinea PigsBronchiNeuroimagingResearch and Analysis MethodsRodentsGuinea pigAntimalarials03 medical and health sciencesModel OrganismsDiagnostic MedicineIn vivoAlbuminsmedicineAnimalsHumansStatistical MethodsPharmacologyAnalysis of VarianceLungbusiness.industrylcsh:ROrganismsBiology and Life SciencesProteinsX-Ray MicrotomographyMucus030104 developmental biology030228 respiratory systemAmniotesNanoparticleslcsh:QNasal administrationbusinessMathematicsEx vivoNeuroscience
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Application unit for the administration of contrast gases for pulmonary magnetic resonance imaging: optimization of ventilation distribution for3He-M…

2014

Purpose MRI of lung airspaces using gases with MR-active nuclei (3He, 129Xe, and 19F) is an important area of research in pulmonary imaging. The volume-controlled administration of gas mixtures is important for obtaining quantitative information from MR images. State-of-the-art gas administration using plastic bags (PBs) does not allow for a precise determination of both the volume and timing of a 3He bolus. Methods A novel application unit (AU) was built according to the requirements of the German medical devices law. Integrated spirometers enable the monitoring of the inhaled gas flow. The device is particularly suited for hyperpolarized (HP) gases (e.g., storage and administration with m…

ReproducibilityMaterials sciencemedicine.diagnostic_testMagnetic resonance imaginglaw.inventionPulmonary imagingVolume (thermodynamics)lawAnesthesiaHealthy volunteersVentilation (architecture)medicineRadiology Nuclear Medicine and imagingHyperpolarization (physics)Mr imagesBiomedical engineeringMagnetic Resonance in Medicine
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Aortic Function's Adaptation in Response to Exercise-Induced Stress Assessing by 1.5T MRI : A Pilot Study in Healthy Volunteers

2015

AIM:Evaluation of the aortic "elastic reserve" might be a relevant marker to assess the risk of aortic event. Our aim was to compare regional aortic elasticity at rest and during supine bicycle exercise at 1.5 T MRI in healthy individuals. METHODS:Fifteen volunteers (8 men), with a mean age of 29 (23-41) years, completed the entire protocol. Images were acquired immediately following maximal exercise. Retrospective cine sequences were acquired to assess compliance, distensibility, maximum rates of systolic distension and diastolic recoil at four different locations: ascending aorta, proximal descending aorta, distal descending aorta and aorta above the coeliac trunk level. Segmental aortic …

Male[INFO.INFO-IM] Computer Science [cs]/Medical Imaginglcsh:MedicineAorta ThoracicPilot Projects030204 cardiovascular system & hematologyCardiovascular MedicineVascular Medicine030218 nuclear medicine & medical imagingDiagnostic Radiology0302 clinical medicineDiastole[SPI.MECA.BIOM] Engineering Sciences [physics]/Mechanics [physics.med-ph]/Biomechanics [physics.med-ph]Supine PositionMedicine and Health SciencesThoracic aortaPublic and Occupational Healthlcsh:SciencePulse wave velocityAortaMultidisciplinary[ INFO.INFO-IM ] Computer Science [cs]/Medical ImagingRadiology and Imaging[SPI.MECA.BIOM]Engineering Sciences [physics]/Mechanics [physics.med-ph]/Biomechanics [physics.med-ph]Adaptation PhysiologicalHealthy VolunteersSports Science[SDV.MHEP.CSC] Life Sciences [q-bio]/Human health and pathology/Cardiology and cardiovascular systemPulmonary imagingCardiovascular diseasesDescending aortaVentricular pressureCardiologycardiovascular systemBlood pressureFemaleAnatomyResearch ArticleAdultmedicine.medical_specialtySystoleImaging TechniquesHeart rateCardiologyPulse Wave AnalysisResearch and Analysis Methods03 medical and health sciencesVascular StiffnessMagnetic resonance imaging[SDV.MHEP.CSC]Life Sciences [q-bio]/Human health and pathology/Cardiology and cardiovascular systemStress PhysiologicalDiagnostic Medicinemedicine.arteryInternal medicineAscending aortamedicine[INFO.INFO-IM]Computer Science [cs]/Medical ImagingHumansSystoleExerciseAortabusiness.industrylcsh:RBiology and Life SciencesPhysical ActivityElasticityBlood pressurePhysical FitnessCardiovascular AnatomyBlood Vesselslcsh:QSports and exercise medicinebusiness
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