Search results for "Meta-analysis"

showing 10 items of 903 documents

Causal Effect Identification from Multiple Incomplete Data Sources: A General Search-Based Approach

2021

Causal effect identification considers whether an interventional probability distribution can be uniquely determined without parametric assumptions from measured source distributions and structural knowledge on the generating system. While complete graphical criteria and procedures exist for many identification problems, there are still challenging but important extensions that have not been considered in the literature. To tackle these new settings, we present a search algorithm directly over the rules of do-calculus. Due to generality of do-calculus, the search is capable of taking more advanced data-generating mechanisms into account along with an arbitrary type of both observational and…

FOS: Computer and information sciencesStatistics and ProbabilityComputer Science - Machine LearningcausalityComputer Science - Artificial IntelligenceHeuristic (computer science)Computer scienceeducationMachine Learning (stat.ML)transportabilitycomputer.software_genre01 natural sciencesMachine Learning (cs.LG)R-kielimissing dataQA76.75-76.765; QA273-280010104 statistics & probabilitydo-calculuscausality; do-calculus; selection bias; transportability; missing data; case-control design; meta-analysisStatistics - Machine LearningSearch algorithmselection bias0101 mathematicsParametric statisticspäättelymeta-analyysicase-control designhakualgoritmit113 Computer and information sciencesMissing datameta-analysisIdentification (information)Artificial Intelligence (cs.AI)Causal inferencekausaliteettiIdentifiabilityProbability distributionData miningStatistics Probability and UncertaintycomputerSoftwareJournal of Statistical Software
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Early Response to treatment in Eating Disorders: A Systematic Review and a Diagnostic Test Accuracy Meta-Analysis

2016

Objective Early response to eating disorders treatment is thought to predict a later favourable outcome. A systematic review of the literature and meta-analyses examined the robustness of this concept. Method The criteria used across studies to define early response were summarised following the Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines. Diagnostic Test Accuracy methodology was used to estimate the size of the effect. Results Findings from 24 studies were synthesized and data from 14 studies were included in the meta-analysis. In Anorexia Nervosa, the odds ratio of early response predicting remission was 4.85(95%CI: 2.94–8.01) and the summary Area Under t…

Family therapy050103 clinical psychologymedicine.medical_specialtyBulimia nervosa05 social sciencesArea under the curveOdds ratiomedicine.disease030227 psychiatry03 medical and health sciencesPsychiatry and Mental healthClinical PsychologyEating disorders0302 clinical medicineSystematic reviewBinge-eating disorderMeta-analysismental disordersmedicine0501 psychology and cognitive sciencesPsychiatryPsychologyClinical psychologyEuropean Eating Disorders Review
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1443Safety of red yeast rice supplementation: a systematic review and meta-analysis of randomized controlled trials

2019

Abstract Background Recently, concerns regarding the safety of red yeast rice (RYR) have been raised after the publication of some case reports claiming toxicity. Purpose Since the previous meta-analyses on the effects of RYR were mainly focused on its efficacy to improve the lipid profile and other cardiovascular parameters, we carried out a meta-analysis on safety data derived from the available randomized controlled clinical trials (RCTs). Methods Primary outcomes were musculoskeletal disorders (MuD). Secondary outcomes were non-musculoskeletal adverse events (Non-MuD) and serious adverse events (SAE). Subgroups analyses were carried out considering the intervention (RYR alone or in asso…

Fasting lipid profilebusiness.industryPharmacologymedicine.diseaselaw.inventionMalnutritionNutraceuticalRandomized controlled triallawMeta-analysismedicineRed yeast riceLovastatinCardiology and Cardiovascular MedicinebusinessAdverse effectmedicine.drugEuropean Heart Journal
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Hospitalisation and length of hospital stay following first-episode psychosis:Systematic review and meta-analysis of longitudinal studies

2019

AbstractBackgroundReducing hospitalisation and length of stay (LOS) in hospital following first episode psychosis (FEP) is important, yet reliable measures of these outcomes and their moderators are lacking. We conducted a systematic review and meta-analysis to investigate the proportion of FEP cases who were hospitalised after their first contact with services and the LOS in a hospital during follow-up.MethodsStudies were identified from a systematic search across major electronic databases from inception to October 2017. Random effects meta-analyses and meta-regression analyses were conducted.Results81 longitudinal studies encompassing data for 23 280 FEP patients with an average follow-u…

First contactAdultMalePediatricsmedicine.medical_specialtyFirst episode psychosisAsiaTime FactorsAdolescentUntreated psychosisinpatient03 medical and health sciencesYoung Adult0302 clinical medicinelength of stayFirst episode psychosismedicinefollow-upHumansLongitudinal StudiesApplied Psychologybusiness.industryhospitalisationAustraliaLength of Staymedicine.disease030227 psychiatryEuropeHospitalizationschizophreniaPsychiatry and Mental healthPsychotic DisordersSchizophreniaMeta-analysisNorth AmericaSchizophreniaoutcomeFemalebusinessHospital stay030217 neurology & neurosurgerySystematic searchNew Zealand
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Deciphering transcriptional regulation mechanisms underlining fruit development and ripening in Vitis vinifera

2019

BACKGROUND: Grapes (Vitis vinifera ) are an important woody crop cultivated in a broad range of environmental conditions. Grapefruit development is a physiological process whose molecular regulatory networks are still not sufficiently investigated. OBJECTIVE: The primary aim of the work was to identify which key genes, molecular mechanisms and networks were involved in fruit ripening and development through a comparison of available transcriptomic data at different stages during grape development and ripening. Secondly, we aimed at identifying among these fruit-related genes, which genes play also a functional role in other developmental and physiological processes in reproductive tissues (…

Fruit developmentSoil ScienceRipeningPlant ScienceHorticultureBiologyBerry ripening fruit development Vitis vinifera meta-analysis RNA-Seq transcriptomicsBiochemistrySettore AGR/03 - Arboricoltura Generale E Coltivazioni ArboreeSettore AGR/07 - Genetica AgrariaSettore BIO/10 - BiochimicaBotanyTranscriptional regulationVitis viniferaAgronomy and Crop ScienceFood ScienceJournal of Berry Research
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‘You play like a Woman!’ Effects of gender stereotype threat on Women's performance in physical and sport activities: A meta-analysis

2018

Abstract Objectives The purpose of this quantitative review was to provide an estimation of the effect of stereotype threat on women's performance in sport. Design This review employed a meta-analytic technique. Method a meta-analysis with random effects model was performed on 24 effects. Publication bias was tested through funnel plots and Egger's regression test. Results Findings show a symmetric distribution of effects, making it possible to conclude that no file-drawer problem affected the collected sample of effects. Aggregating the results of the reviewed studies, a medium effect of stereotype threat manipulation on women's sport performances emerged (d = 0.33). Collected studies were…

Funnel plotstereotype threat women meta-analysis gender stereotypes sport performances working memory sensorimotor activitiesSocial stigmamedia_common.quotation_subject05 social sciences050109 social psychologySample (statistics)StereotypePublication biasRandom effects model050105 experimental psychologyStereotype threatMeta-analysis0501 psychology and cognitive sciencesPsychologySocial psychologySettore M-PSI/05 - Psicologia SocialeApplied Psychologymedia_common
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Sex differences in the prevalence of Helicobacter pylori infection: an individual participant data pooled analysis (StoP Project)

2019

Background Helicobacter pylori (H. pylori) infection is more frequent among men, though the magnitude of the association might be inaccurate due to potential misclassification of lifetime infection and publication bias. Moreover, infection is common, and most studies are cross-sectional. Thus, prevalence ratios (PRs) may be easier to interpret than odds ratios (ORs). Aim The aim of this study was to quantify the association between sex and H. pylori infection using controls from 14 studies from the Stomach Cancer Pooling (StoP) Project. Participants and methods H. pylori infection was defined based on IgG serum antibody titers or multiplex serology. Participants were also classified as infe…

Gastritis AtrophicMalemedicine.medical_specialtyconsortiumRisk AssessmentHelicobacter InfectionsSerology03 medical and health sciencesSex Factors0302 clinical medicineAtrophyRisk FactorsInternal medicinePrevalencesexHumansMedicinepooled analysiSerologic TestsStomach cancerAgedHelicobacter pyloriHepatologybiologybusiness.industryStomachGastroenterologyindividual participant dataPublication biasOdds ratioMiddle AgedHelicobacter pyloribiology.organism_classificationmedicine.diseaseAntibodies BacterialConfidence intervalImmunoglobulin G030220 oncology & carcinogenesisMeta-analysisFemale030211 gastroenterology & hepatologyAtrophybusinessEuropean Journal of Gastroenterology & Hepatology
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CD45 and multiple sclerosis: the exon 4 C77G polymorphism (additional studies and meta-analysis) and new markers

2003

We re-evaluated the association with multiple sclerosis (MS) of the C77G splicing regulatory variation in the CD45 gene and screened for new mutations the three alternatively spliced exons (#4, 5 and 6). No association with C77G was detected in two groups of patients (total=448) and controls (total=559) from Northern and Southern Italy. When excluding the first published study indicating a positive association, a meta-analysis of the five further studies conducted to date (including the present one) led to a non-significant combined odds ratio (OR) of 1.11. None of the four newly identified nucleotide substitutions, namely C77T (Pro59Pro) in exon 4, G69C (Asp121His) in exon 5, T127A (Ile187…

Genetic MarkersMaleGuanineMultiple SclerosisGenotypeImmunologyBiologyCytosineExonGene FrequencymedicineHumansImmunology and AllergyGeneAllelesGeneticsPolymorphism GeneticMultiple sclerosisGenetic VariationExonsOdds ratiomedicine.diseaseMolecular biologyAlternative SplicingNeurologyMeta-analysisRNA splicingLeukocyte Common AntigensFemaleNeurology (clinical)Journal of Neuroimmunology
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Pro-Inflammatory Genetic Markers of Atherosclerosis

2013

Atherosclerosis (AS) is a chronic, progressive, multifactorial disease mostly affecting large and medium-sized elastic and muscular arteries. It has formerly been considered a bland lipid storage disease. Currently, multiple independent pathways of evidence suggest this pathological condition is a peculiar form of inflammation, triggered by cholesterol-rich lipoproteins and influenced both by environmental and genetic factors. The Human Genome Project opened up the opportunity to dissect complex human traits and to understand basic pathways of multifactorial diseases such as AS. Population-based association studies have emerged as powerful tools for examining genes with a role in common mul…

Genetic MarkersSettore MED/09 - Medicina InternaPopulationGenome-wide association studyCoronary Artery DiseaseDiseaseBioinformaticsPolymorphism Single NucleotideCoronary heart disease; genetics; inflammation; meta-analysisSettore MED/05 - Patologia ClinicaHumansSNPMedicineGenetic Predisposition to DiseasePrecision MedicineeducationGenetic associationSettore MED/04 - Patologia GeneraleInflammationGeneticseducation.field_of_studyPolymorphism Geneticbusiness.industryAtherosclerosisPrecision medicineCoronary heart diseasemeta-analysisPersonalized medicinegeneticInflammation MediatorsCardiology and Cardiovascular MedicinebusinessRisk assessmentGenome-Wide Association StudyCurrent Atherosclerosis Reports
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Low vitamin D levels increase the risk of type 2 diabetes in older adults: A systematic review and meta-analysis

2017

Low serum levels of 25 hydroxyvitamin D (25OHD) (hypovitaminosis D) is common in older adults and associated with several negative outcomes. The association between hypovitaminosis D and diabetes in older adults is equivocal, however. We conducted a meta-analysis investigating if hypovitaminosis D is associated with diabetes in prospective studies among older participants. Two investigators systematically searched major electronic databases, from inception until 10/07/2016. The cumulative incidence of diabetes among groups was estimated according to baseline serum 25OHD levels. Random effect models were used to assess the association between hypovitaminosis D and diabetes at follow-up. From…

Genetics and Molecular Biology (all)AdultRiskmedicine.medical_specialty030209 endocrinology & metabolismvitamin DType 2 diabetesBiochemistryGeneral Biochemistry Genetics and Molecular Biologyvitamin D deficiencyNO03 medical and health sciences0302 clinical medicineDiabetes mellitusInternal medicineVitamin D and neurologyHumansMedicineCumulative incidence030212 general & internal medicineVitamin DProspective cohort studyAgeddiabetesbusiness.industryDiabetesConfoundingHypovitaminosis DObstetrics and GynecologyVitaminsVitamin D Deficiencymedicine.diseaseAged; Diabetes; Hypovitaminosis D; Meta-analysis; Vitamin D; Biochemistry Genetics and Molecular Biology (all); Obstetrics and Gynecologymeta-analysisMeta-analysisagedDiabetes Mellitus Type 2hypovitaminosis DMeta-analysisPhysical therapybusinessVitamin D Hypovitaminosis D DiabetesAged Meta-analysis
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