Search results for "CURVE"

showing 10 items of 1693 documents

The Application of Machine Learning Algorithms to the Analysis of Electromyographic Patterns From Arthritic Patients

2009

The main aim of our study was to investigate the possibility of applying machine learning techniques to the analysis of electromyographic patterns (EMG) collected from arthritic patients during gait. The EMG recordings were collected from the lower limbs of patients with arthritis and compared with those of healthy subjects (CO) with no musculoskeletal disorder. The study involved subjects suffering from two forms of arthritis, viz, rheumatoid arthritis (RA) and hip osteoarthritis (OA). The analysis of the data was plagued by two problems which frequently render the analysis of this type of data extremely difficult. One was the small number of human subjects that could be included in the in…

Biomedical EngineeringArthritisElectromyographyMachine learningcomputer.software_genreGait (human)Musculoskeletal disorderArtificial IntelligenceInternal MedicineHumansMedicineGaitArtificial neural networkmedicine.diagnostic_testElectromyographybusiness.industryArthritisData CollectionGeneral NeuroscienceRehabilitationReproducibility of ResultsSignal Processing Computer-AssistedLinear discriminant analysismedicine.diseaseBiomechanical PhenomenaKernel methodROC CurveMultilayer perceptronArtificial intelligencebusinesscomputerAlgorithmAlgorithmsIEEE Transactions on Neural Systems and Rehabilitation Engineering
researchProduct

Evolution and biomineralization of pteropod shells

2021

12 pages; International audience; Shelled pteropods, known as sea butterflies, are a group of small gastropods that spend their entire lives swimming and drifting in the open ocean. They build thin shells of aragonite, a metastable polymorph of calcium carbonate. Pteropod shells have been shown to experience dissolution and reduced thickness with a decrease in pH and therefore represent valuable bioindicators to monitor the impacts of ocean acidification. Over the past decades, several studies have highlighted the striking diversity of shell microstructures in pteropods, with exceptional mechanical properties, but their evolution and future in acidified waters remains uncertain. Here, we re…

Biomineralization0106 biological sciencesGastropodaShell (structure)Structural diversityContext (language use)engineering.material010603 evolutionary biology01 natural sciencesShellsCalcium Carbonate03 medical and health sciencesPaleontologychemistry.chemical_compoundSpecies SpecificityAnimal ShellsStructural BiologyThin shellsAnimalsBiominerals; Pteropods; Mollusc; Shells; Helical microstructure; Aragonite curved fibresSeawater14. Life underwater[SDV.IB.BIO]Life Sciences [q-bio]/Bioengineering/Biomaterials030304 developmental biology0303 health sciencesFossils[SDV.BID.EVO]Life Sciences [q-bio]/Biodiversity/Populations and Evolution [q-bio.PE]AragoniteOcean acidificationBiodiversityHydrogen-Ion ConcentrationBiological EvolutionAragonite curved fibresPteropodsCalcium carbonatechemistry13. Climate actionMicroscopy Electron ScanningBiomineralsengineeringHelical microstructureMolluscGeologyBiomineralizationJournal of Structural Biology
researchProduct

Acute Metabolic Response, Energy Expenditure, and EMG Activity in Sitting and Standing

2017

Purpose While merely standing up interrupts sedentary behavior, it is important to study acute metabolic responses during single bouts of sitting and standing to understand the physiological processes affecting the health of office workers. Methods Eighteen healthy middle-age women 49.4 ± 7.9 yr old (range: 40–64) with a body mass index of 23.4 ± 2.8 kg·m−2 volunteered for this laboratory-based randomized crossover trial where they performed 2 h desk work in either sitting or standing postures after overnight fasting. Muscle activity (normalized to walking at 5 km·h−1), respiratory gas exchange, and blood samples were assessed after glucose loading (75 g). Results Compared with seated work,…

Blood GlucoseGlycerolHydrocortisoneElectromyographyBicepscarbohydrate oxidation0302 clinical medicineenergy expenditureInsulinOrthopedics and Sports Medicine030212 general & internal medicineglucose loadingsit-stand workstationta315aineenvaihduntaCross-Over Studiesmuscle activitymedicine.diagnostic_testArea under the curvefat oxidationMiddle AgedLipidsAnesthesiaFemaleOxidation-Reductionenergiankulutus (aineenvaihdunta)Adultmedicine.medical_specialtyPosturePhysical Therapy Sports Therapy and RehabilitationCarbohydrate metabolismSittingistuminen03 medical and health sciencesLumbarmedicineHumansMuscle SkeletallihasaktiivisuusElectromyographyPulmonary Gas Exchangebusiness.industry030229 sport sciencesCrossover studyseisominenQPverensokeriPhysical therapyEnergy MetabolismbusinessBody mass index
researchProduct

Chronic consumption of an inositol-enriched carob extract improves postprandial glycaemia and insulin sensitivity in healthy subjects: A randomized c…

2016

Background & aims: Inositols are thought to be mediators of the insulin signalling pathway. We assessed the effects of inositols on glycaemic control in fasting and postprandial states and evaluated lipoprotein profile and LDL particle size in healthy population. Methods: A 12-week double-blind clinical trial was performed with forty healthy subjects administered either an inositol-enriched beverage (IEB) -containing 2.23 g of inositols in 250 ml- or a sucrose-sweetened beverage (SB) twice a day. Anthropometric measurements, fasting glucose levels, insulin and HOMA-IR index, lipoprotein profile and postprandial glucose concentrations (measured using the continuous glucose monitoring system …

Blood GlucoseMaleApolipoprotein Bmedicine.medical_treatment030204 cardiovascular system & hematologyCritical Care and Intensive Care Medicinelaw.inventionchemistry.chemical_compound0302 clinical medicineRandomized controlled triallawContinuous glucose monitoring systemHealthy subjects030212 general & internal medicineHypolipidemic AgentsNutrition and DieteticsbiologyArea under the curveFabaceaePostprandial PeriodPostprandialLDL particle sizeSeedsFemaleInositolsAdultmedicine.medical_specialtyCarob pod extractMonitoring AmbulatoryHyperlipidemias03 medical and health sciencesDouble-Blind MethodInternal medicinemedicineHumansHypoglycemic AgentsParticle SizePinitolPlant Extractsbusiness.industryPinitolInsulinMetabolismEndocrinologyLipoproteins IDLchemistrySpainFruitHyperglycemiaDietary Supplementsbiology.proteinInsulin ResistancebusinessInositolLipoproteinClinical Nutrition
researchProduct

Effect of vildagliptin compared to glimepiride on postprandial proinsulin processing in the β cell of patients with type 2 diabetes mellitus

2012

This study compared the effect of Glimepiride versus Vildagliptin on β-cell function and the release of intact proinsulin (PI) in patients with type 2 diabetes mellitus. Patients on metformin monotherapy were randomized to add on treatment with Vildagliptin or Glimepiride. A standardized test meal was given at baseline, after 12 and 24 weeks of treatment. Insulin, PI and blood glucose values were measured in the fasting state and postprandial for 300 min. Fasting PI levels significantly decreased in the Vildagliptin group. The area under the curve for the postprandial release of PI decreased during Vildagliptin and increased during Glimepiride treatment. The proinsulin to insulin ratio decl…

Blood GlucoseMalemedicine.medical_specialtyPyrrolidinesendocrine system diseasesEndocrinology Diabetes and Metabolismmedicine.medical_treatmentAdamantaneEndocrinologyDiabetes mellitusInternal medicineNitrilesInternal MedicinemedicineHumansHypoglycemic AgentsVildagliptinProinsulinVildagliptinDipeptidyl-Peptidase IV Inhibitorsbusiness.industryInsulinnutritional and metabolic diseasesType 2 Diabetes MellitusPostprandial Periodmedicine.diseaseMetforminMetforminGlimepirideSulfonylurea CompoundsTreatment OutcomePostprandialEndocrinologyDiabetes Mellitus Type 2Area Under CurveDrug Therapy CombinationFemalebusinessProinsulinmedicine.drugDiabetes, Obesity and Metabolism
researchProduct

Impact of Fasting Glycemia on Short-Term Prognosis after Acute Myocardial Infarction

2007

The prognosis of patients with acute myocardial infarction (MI), according to the new criteria for impaired fasting glucose (IFG) (FG 100-126 mg/dl), has not been evaluated.A total of 2353 patients with acute MI and surviving at d 5 after admission were analyzed for short-term morbidity and mortality. FG was obtained at d 4 and 5. Patients were classified as diabetes mellitus (known diabetes or FGor = 126 mg/dl), high IFG (110or = FG126 mg/dl), low IFG (100or = FG110 mg/dl), and normal fasting glucose (NFG) (FG100 mg/dl).Among the 2353 patients, 968 (41%) had diabetes mellitus, 262 (11%) had high IFG, 332 (14%) had low IFG, and 791 (34%) had NFG. Compared with NFG patients, 30-d cardiovascu…

Blood GlucoseMalemedicine.medical_specialtyendocrine system diseasesHeart diseaseEndocrinology Diabetes and MetabolismClinical BiochemistryMyocardial InfarctionSensitivity and Specificitybehavioral disciplines and activitiesBiochemistryCohort StudiesFasting glucoseEndocrinologyRisk FactorsInternal medicineDiabetes mellitusDiabetes MellitusPrevalencemedicineHumansMyocardial infarctionAcute miAgedCardiovascular mortalitybusiness.industryBiochemistry (medical)nutritional and metabolic diseasesFastingMiddle AgedPrognosismedicine.diseaseImpaired fasting glucoseEndocrinologyROC CurveHyperglycemiaHeart failureFemaleMorbiditybusinesshormones hormone substitutes and hormone antagonistspsychological phenomena and processesThe Journal of Clinical Endocrinology & Metabolism
researchProduct

Comparison of various CI treatments for the description of potential curves for the lowest three states of O2

1972

Abstract Various ab initio CI treatments are reported for the 3 Σ − g , 1 Δ g and 1 Σ + g states of O 2 with particular emphasis on the agreement obtained between calculated and experimental results for binding energies and bond distances of these species and also for transition energies between them. The utility of off-center s and p gaussians in describing the bonding process is stressed and the possibility of optimizing the configurations used in the calculations at each internuclear distance is considered.

Bonding processCrystallographyMaterials scienceBinding energyPotential curvesAb initioGeneral Physics and AstronomyThermodynamicsPhysical and Theoretical ChemistryChemical Physics Letters
researchProduct

Quadrature rules for qualocation

2003

Qualocation is a method for the numerical treatment of boundary integral equations on smooth curves which was developed by Chandler, Sloan and Wendland (1988-2000) [1,2]. They showed that the method needs symmetric J–point–quadrature rules on [0, 1] that are exact for a maximum number of 1–periodic functions The existence of 2–point–rules of that type was proven by Chandler and Sloan. For J ∈ {3, 4} such formulas have been calculated numerically in [2]. We show that the functions Gα form a Chebyshev–system on [0, 1/2] for arbitrary indices a and thus prove the existence of such quadrature rules for any J.

Boundary integral equationsSmooth curvesMathematical analysisGauss–Kronrod quadrature formulaClenshaw–Curtis quadratureQuadrature (mathematics)MathematicsPAMM
researchProduct

Bounded and unbounded solutions for a class of quasi-linear elliptic problems with a quadratic gradient term

2001

Abstract Our aim in this article is to study the following nonlinear elliptic Dirichlet problem: − div [a(x,u)·∇u]+b(x,u,∇u)=f, in Ω; u=0, on ∂Ω; where Ω is a bounded open subset of RN, with N>2, f∈L m (Ω) . Under wide conditions on functions a and b, we prove that there exists a type of solution for this problem; this is a bounded weak solution for m>N/2, and an unbounded entropy solution for N/2>m⩾2N/(N+2). Moreover, we show when this entropy solution is a weak one and when can be taken as test function in the weak formulation. We also study the summability of the solutions.

Bounded and unbounded solutionsQuasi-linear elliptic problemsDirichlet problemMathematics(all)Pure mathematicsApplied MathematicsGeneral MathematicsWeak solutionMathematical analysisQuadratic functionWeak formulationNonlinear systemElliptic curveQuadratic equationBounded functionQuadratic gradient termMathematicsJournal de Mathématiques Pures et Appliquées
researchProduct

3D DCE-MRI Radiomic Analysis for Malignant Lesion Prediction in Breast Cancer Patients

2022

Rationale and Objectives: To develop and validate a radiomic model, with radiomic features extracted from breast Dynamic Contrast-Enhanced Magnetic Resonance Imaging (DCE-MRI) from a 1.5T scanner, for predicting the malignancy of masses with enhancement. Images were acquired using an 8-channel breast coil in the axial plane. The rationale behind this study is to show the feasibility of a radio-mics-powered model that could be integrated into the clinical practice by exploiting only standard-of-care DCE-MRI with the goal of reducing the required image pre-processing (ie, normalization and quantitative imaging map generation).Materials and Methods: 107 radiomic features were extracted from a …

Breast cancer Dynamic contrast-enhanced magnetic resonance imagingSupport Vector MachineComputer scienceNormalization (image processing)Breast NeoplasmsFeature selectionBreast cancerBreast cancerDiscriminative modelmedicineHumansRadiology Nuclear Medicine and imagingBreastRetrospective StudiesDynamic contrast-enhanced magnetic resonance imagingRadiomicsSupport vector machinesReceiver operating characteristicbusiness.industryPattern recognitionmedicine.diseaseMagnetic Resonance Imagingmachine learning Radiomics unsupervised feature selection Support vector machinesSupport vector machinemachine learningROC CurveFeature (computer vision)Test setFemaleArtificial intelligenceSettore MED/36 - Diagnostica Per Immagini E Radioterapiabusinessunsupervised feature selectionBreast cancer Dynamic contrast-enhanced magnetic resonance imaging; machine learning Radiomics unsupervised feature selection Support vector machinesAcademic Radiology
researchProduct