Search results for "Health information management"

showing 10 items of 144 documents

The Induced Smoothed lasso: A practical framework for hypothesis testing in high dimensional regression.

2020

This paper focuses on hypothesis testing in lasso regression, when one is interested in judging statistical significance for the regression coefficients in the regression equation involving a lot of covariates. To get reliable p-values, we propose a new lasso-type estimator relying on the idea of induced smoothing which allows to obtain appropriate covariance matrix and Wald statistic relatively easily. Some simulation experiments reveal that our approach exhibits good performance when contrasted with the recent inferential tools in the lasso framework. Two real data analyses are presented to illustrate the proposed framework in practice.

Statistics and ProbabilityStatistics::TheoryInduced smoothingEpidemiologyComputer scienceFeature selectionWald test01 natural sciencesasthma researchStatistics::Machine Learning010104 statistics & probability03 medical and health sciencesHealth Information ManagementLasso (statistics)Linear regressionsparse modelsStatistics::MethodologyComputer Simulation0101 mathematicssandwich formula030304 developmental biologyStatistical hypothesis testing0303 health sciencesCovariance matrixlung functionRegression analysisStatistics::Computationsparse modelResearch DesignAlgorithmSmoothingvariable selectionStatistical methods in medical research
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Nonlinear parametric quantile models

2020

Quantile regression is widely used to estimate conditional quantiles of an outcome variable of interest given covariates. This method can estimate one quantile at a time without imposing any constraints on the quantile process other than the linear combination of covariates and parameters specified by the regression model. While this is a flexible modeling tool, it generally yields erratic estimates of conditional quantiles and regression coefficients. Recently, parametric models for the regression coefficients have been proposed that can help balance bias and sampling variability. So far, however, only models that are linear in the parameters and covariates have been explored. This paper …

Statistics and ProbabilityStatistics::Theoryquantile regressionEpidemiologyparametric010501 environmental sciences01 natural sciencesquantile regression coefficients models010104 statistics & probabilityOutcome variableHealth Information ManagementCovariateEconometricsHumansStatistics::MethodologyComputer Simulation0101 mathematicsChild0105 earth and related environmental sciencesParametric statisticsMathematicsModels StatisticalForced oscillation technique integrated loss function parametric quantile regression quantile regression coefficients models Child Computer Simulation Humans Regression Analysis Models Statistical Nonlinear DynamicsStatistics::ComputationQuantile regressionNonlinear systemNonlinear Dynamicsintegrated loss functionRegression AnalysisQuantileStatistical Methods in Medical Research
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Segmented relationships to model erosion of regression effect in Cox regression

2010

In this article we propose a parsimonious parameterisation to model the so-called erosion of the covariate effect in the Cox model, namely a covariate effect approaching to zero as the follow-up time increases. The proposed parameterisation is based on the segmented relationship where proper constraints are set to accomodate for the erosion. Relevant hypothesis testing is discussed. The approach is illustrated on two historical datasets in the survival analysis literature, and some simulation studies are presented to show how the proposed framework leads to a test for a global effect with good power as compared with alternative procedures. Finally, possible generalisations are also present…

Statistics and ProbabilitybreakpointEpidemiologyProportional hazards modelLiver Cirrhosis BiliaryErosion (morphology)Lupus NephritisSet (abstract data type)Segmented regressionHealth Information ManagementNonlinear DynamicsRegression toward the meanCox modelCovariateStatisticsEconometricsHumansComputer SimulationSettore SECS-S/05 - Statistica SocialeSettore SECS-S/01 - Statisticaerosion of effectStatistical hypothesis testingMathematicsFollow-Up StudiesProportional Hazards Models
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On powerful exact nonrandomized tests for the Poisson two-sample setting.

2020

In the case of two independent samples from Poisson distributions, the natural target parameter for hypothesis testing is the ratio of the two population means. The conditional tests which have been derived for this class of problems already in the 1940s are well known to be optimal in terms of power only when randomized decisions between hypotheses are admitted at the boundary of the respective rejection regions. The major objective of this contribution is to show how the approach used by Boschloo in 1970 for constructing a powerful nonrandomized version of Fisher’s exact test for hypotheses about the odds ratio between two binomial parameters can successfully be adapted for the Poisson c…

Statistics and Probabilityeducation.field_of_studyEpidemiologyPopulationBoundary (topology)Poisson distribution01 natural sciences010104 statistics & probability03 medical and health sciencessymbols.namesakeExact test0302 clinical medicineHealth Information ManagementSample size determinationSample SizesymbolsCutoffApplied mathematics030212 general & internal medicinePoisson Distribution0101 mathematicseducationEquivalence (measure theory)Statistical hypothesis testingMathematicsStatistical methods in medical research
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Information behaviour of the millennial generation: a scoping review of medical residents and their use of social media.

2018

Background Medical residents can offer ideas for new information services, as most of them are 'digital natives', although reviews of the use of social media in health care settings do not provide data on their information behaviour. Objective A scoping review aimed at providing a research map for the information behaviour of medical residents and their use of social media, listing the aspects of the information behaviour studied and the theories and methods used. Methods A search was carried out in pubmed, embase, cinahl and lisa in April of 2018, with the results limited to the period from 2010 onwards. Results Thirty-nine relevant articles from 38 different studies were identified. The p…

Students Medicalbusiness.industryInformation sharingInformation Seeking BehaviorInternship and ResidencyHealth InformaticsContext (language use)CINAHLLibrary and Information SciencesPublic relationsHealth Information ManagementDigital nativeSurveys and QuestionnairesHealth careInformation systemHumansSocial mediaEveryday lifebusinessPsychologySocial MediaHealth information and libraries journalReferences
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Telemedicine: Economic and clinical evaluation of the management of ischemic stroke

2017

Summary Introduction Ischemic stroke (IS) is a therapeutic emergency that requires prompt care in a stroke unit (SU). In order to reduce regional inequalities and to promote uniformity in access to this technique, which is effective when carried out quickly, telemedicine-assisted thrombolysis was developed in Burgundy within the Telestroke system. At the moment, no study compared costs (i.e. expenditures) and revenues (i.e. funding) associated with the management of patients presenting an IS in Burgundy after the implementation of the Telestroke system according to the management strategy: patients undergoing thrombolysis directly in a SU or Tele-thrombolysis in a local hospital (LH) receiv…

Telemedicinebusiness.industrymedicine.medical_treatmentHealth InformaticsThrombolysismedicine.disease03 medical and health sciences0302 clinical medicineHealth Information ManagementHealth careEconomic evaluationIschemic strokeMedicineEconomic analysisObservational study030212 general & internal medicineMedical emergencybusinessClinical evaluation030217 neurology & neurosurgeryEuropean Research in Telemedicine / La Recherche Européenne en Télémédecine
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Could telemedicine enhance traditional medicine practices?

2014

International audience; In developing countries, telemedicine and mobile health tools promise to enhance access to high-quality healthcare, to support communication of medical information and to assist pharmacovigilance processes. In this article, we provide some arguments on the potential of telemedicine and mobile health (mHealth) applications to improve the delivery of health care in rural African regions. Specifically, the development of mobile telemedicine could help to lay the foundations of a healthcare approach integrating modern medical knowledge with ancient medical practices on the African continent. Access to information and communication technology (ICT), technical devices or p…

Telemedicinemedicine.medical_specialtyAlternative medicineDeveloping countryMédecine humaine et pathologieHealth InformaticsContext (language use)Developing countriesHealth Information Management[ SDV.MHEP ] Life Sciences [q-bio]/Human health and pathologyPharmacovigilanceHealth careMedicineMobile healthmHealth[ INFO.INFO-ET ] Computer Science [cs]/Emerging Technologies [cs.ET]Traditional medicinebusiness.industryTechnologies ÉmergeantesTherapeutic educationIntegrated health centerTelemedicine3. Good healthInformation and Communications Technology[INFO.INFO-ET]Computer Science [cs]/Emerging Technologies [cs.ET]businessComplementary medicine[SDV.MHEP]Life Sciences [q-bio]/Human health and pathology
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Parental and Familial Factors Influencing Physical Activity Levels in Early Adolescence: A Prospective Study

2020

Parental/familial factors are important determinants of the physical activity level (PAL) in children and adolescents, but studies rarely prospectively evaluate their relationships. This study aimed to evaluate the changes in physical activity levels among adolescents from Bosnia and Herzegovina over a two-year period and to determine parental/familial predictors of PAL in early adolescence. A total of 651 participants (50.3% females) were tested at baseline (beginning of high school education

Younger ageLeadership and ManagementEarly adolescencePhysical activitylcsh:Medicinephysical activityHealth InformaticsLogistic regressionArticle03 medical and health sciences0302 clinical medicineHealth Information Managementphysical activity ; parental factor ; adolescents ; gender differencesMedicine030212 general & internal medicineadolescentsProspective cohort studySocioeconomic statusSchool educationbusiness.industryHealth Policylcsh:R030229 sport sciencesparental factorhumanitiesPhysical activity levelgender differencesbusinessDemographyHealthcare
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Advanced 3D movement analysis algorithms for robust functional capacity assessment.

2017

SummaryObjectives: We developed a novel system for in home functional capacities assessment in frail older adults by analyzing the Timed Up and Go movements. This system aims to follow the older people evolution, potentially allowing a forward detection of motor decompensation in order to trigger the implementation of rehabilitation. However, the pre-experimentations conducted on the ground, in different environments, revealed some problems which were related to KinectTM operation. Hence, the aim of this actual study is to develop methods to resolve these problems.Methods: Using the KinectTM sensor, we analyze the Timed Up and Go test movements by measuring nine spatio-temporal parameters, …

[INFO.INFO-AR]Computer Science [cs]/Hardware Architecture [cs.AR]Computer science02 engineering and technologyTimed Up and Go testcomputer.software_genreCorrelation0302 clinical medicineHealth Information ManagementMICROSOFT KINECT0202 electrical engineering electronic engineering information engineering[INFO.INFO-RB]Computer Science [cs]/Robotics [cs.RO][ SDV.IB ] Life Sciences [q-bio]/Bioengineeringsitting posture recognition[ INFO.INFO-RB ] Computer Science [cs]/Robotics [cs.RO]FALLSVideo processingPatient self-care home care and e-healthComputer Science Applications3D real-time video processing020201 artificial intelligence & image processing[SDV.IB]Life Sciences [q-bio]/BioengineeringAlgorithmsClinical testsCapacity assessmentGO TESTskin detectionFrail ElderlyMovementFrail Older AdultsPostureHealth InformaticsMachine learning03 medical and health sciencesRobustness (computer science)[ SDV.MHEP ] Life Sciences [q-bio]/Human health and pathologyclinical informaticsHumansVALIDITYOLDER-ADULTSSimulationAgedMonitoring Physiologicbusiness.industryMovement analysisMOTOR STRATEGIESArtificial intelligencebusinesscomputer030217 neurology & neurosurgery[SDV.MHEP]Life Sciences [q-bio]/Human health and pathologyApplied clinical informatics
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Deep learning enables robust assessment and selection of human blastocysts after in vitro fertilization

2019

AbstractVisual morphology assessment is routinely used for evaluating of embryo quality and selecting human blastocysts for transfer after in vitro fertilization (IVF). However, the assessment produces different results between embryologists and as a result, the success rate of IVF remains low. To overcome uncertainties in embryo quality, multiple embryos are often implanted resulting in undesired multiple pregnancies and complications. Unlike in other imaging fields, human embryology and IVF have not yet leveraged artificial intelligence (AI) for unbiased, automated embryo assessment. We postulated that an AI approach trained on thousands of embryos can reliably predict embryo quality with…

animal structuresmedicine.medical_treatmentmedia_common.quotation_subjectDecision treeMedicine (miscellaneous)Health InformaticsFertilityBiologyMachine learningcomputer.software_genrelcsh:Computer applications to medicine. Medical informaticsArticle03 medical and health sciences0302 clinical medicineHealth Information ManagementImage processingMachine learningmedicineBlastocyst030304 developmental biologymedia_common0303 health sciencesPregnancy030219 obstetrics & reproductive medicineIn vitro fertilisationbusiness.industryDeep learningEmbryomedicine.disease3. Good healthComputer Science Applicationsmedicine.anatomical_structureembryonic structureslcsh:R858-859.7Artificial intelligencebusinesscomputerEmbryo qualityNPJ Digital Medicine
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