Search results for "Regression"

showing 10 items of 2619 documents

Serum 25-hydroxyvitamin D predicts severity and prognosis in stroke patients

2012

Background and purpose We aimed to evaluate the association between 25-hydroxyvitamin D (25(OH)D) levels and both clinical severity at admission and outcome at discharge in stroke patients. Methods From February 2010 to December 2010, consecutive stroke patients admitted to the Department of Neurology of Dijon, France, were identified. Clinical information was collected. Serum concentration of 25(OH)D was measured at baseline. Stroke severity was assessed at admission using the NIHSS score. Functional impairment was evaluated at discharge using the modified Rankin scale (m-Rankin). Multivariate analyses were performed using logistic regression models. Results Of the 386 recorded patients, s…

medicine.medical_specialtyNeurologyMultivariate analysisStroke patientbusiness.industryLogistic regressionSurgeryNeurologyModified Rankin ScaleInternal medicinePredictive value of testsSeverity of illnessmedicineVitamin D and neurologyNeurology (clinical)businessEuropean Journal of Neurology
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Insomnia in obsessive-compulsive disorder: A Swedish population-based cohort study.

2020

Abstract Background The association between specific psychiatric disorders and insomnia is well established, but the prevalence of insomnia in obsessive-compulsive disorder (OCD) is unknown. This population-based study examined the prevalence of insomnia in patients with OCD compared to unaffected individuals from the general population and to their unaffected full siblings, and evaluated the contribution of psychiatric comorbidities to this association. Methods Individuals diagnosed with OCD (31,856) were identified from a cohort of 13,017,902 individuals living in Sweden anytime during 1973 and 2013. Logistic regression analyses were used to investigate the odds of insomnia in individuals…

medicine.medical_specialtyObsessive-Compulsive DisorderPopulationComorbidityLogistic regressionOddsCohort Studies03 medical and health sciences0302 clinical medicineSleep Initiation and Maintenance Disordersmental disordersInsomniamedicineHumanseducationPsychiatryDepression (differential diagnoses)Swedeneducation.field_of_studybusiness.industry030227 psychiatryPsychiatry and Mental healthClinical PsychologyPharmaceutical PreparationsCohortAnxietymedicine.symptombusiness030217 neurology & neurosurgeryCohort studyJournal of affective disorders
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Non-muscle invasive bladder cancer: Are epicrises the ‘Bermuda Triangle’ of information transfer?

2017

Introduction The aim of the study was to collect information regarding the quality of communication of risk-determining factors or risk profile, and the guideline conformity of recommendations for adjuvant treatment in patients with non-muscle invasive bladder cancer (NMIBC) between clinical and ambulatory urologists. Material and methods At three German urological clinics during the period between 2012-2014, epicrises of 1,033 NMIBC-patients were retrospectively summarised to 505 tumour episodes (tumour resection including any re-resections) and analysed regarding the endpoints 1) risk profile is explicitly named or recorded risk factors are sufficient for the determination of risk profile…

medicine.medical_specialtyOriginal PaperProcess Assessment (Health Care)Bladder cancerbusiness.industryTumor resection030232 urology & nephrologyGuideline complianceGuideline adherenceGeneral MedicineGuidelinemedicine.diseaseLogistic regression03 medical and health sciences0302 clinical medicine030220 oncology & carcinogenesisInternal medicineGermanyAmbulatorymedicineIn patientNon muscle invasivebusinessurinary bladder neoplasmsCentral European Journal of Urology
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Community detection-based deep neural network architectures: A fully automated framework based on Likert-scale data

2020

[EN] Deep neural networks (DNNs) have emerged as a state-of-the-art tool in very different research fields due to its adaptive power to the decision space since they do not presuppose any linear relationship between data. Some of the main disadvantages of these trending models are that the choice of the network underlying architecture profoundly influences the performance of the model and that the architecture design requires prior knowledge of the field of study. The use of questionnaires is hugely extended in social/behavioral sciences. The main contribution of this work is to automate the process of a DNN architecture design by using an agglomerative hierarchical algorithm that mimics th…

medicine.medical_specialtyPalliative careCommunity-detection deep neural network (CD-DNN)General Mathematicsmedia_common.quotation_subjectHappinessNetwork scienceNetwork science01 natural sciences010305 fluids & plasmasLikert scalePsychometric scales0103 physical sciencesmedicineCollective wisdom03.- Garantizar una vida saludable y promover el bienestar para todos y todas en todas las edadesQuality (business)010306 general physicsMathematicsmedia_commonArtificial neural networkCommunity detectionbusiness.industryPublic healthDeep learningGeneral EngineeringDeep learningRegression3. Good healthEngineering managementFISICA APLICADAArtificial intelligenceAutomatic architecturebusinessMATEMATICA APLICADA
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Fusion of the 1H NMR data of serum, urine and exhaled breath condensate in order to discriminate chronic obstructive pulmonary disease and obstructiv…

2015

Chronic obstructive pulmonary disease, COPD, affects the condition of the entire human organism and causes multiple comorbidities. Pathological lung changes lead to quantitative changes in the composition of the metabolites in different body fluids. The obstructive sleep apnea syndrome, OSAS, occurs in conjunction with chronic obstructive pulmonary disease in about 10–20 % of individuals who have COPD. Both conditions share the same comorbidities and this makes differentiating them difficult. The aim of this study was to investigate whether it is possible to diagnose a patient with either COPD or the OSA syndrome using a set of selected metabolites and to determine whether the metabolites t…

medicine.medical_specialtyPathology(COPD)Endocrinology Diabetes and MetabolismMetaboliteClinical BiochemistryChronic obstructive pulmonary disease (COPD)Urinediscriminant modelsBiochemistryGastroenterologychronic obstructive pulmonary diseasechemistry.chemical_compoundNMR spectroscopyInternal medicinePartial least squares regressionMedicineExhaled breath condensatePathologicalCOPDLungbusiness.industrymedicine.diseasechemometricsrespiratory tract diseasesObstructive sleep apneamedicine.anatomical_structurechemistrybusinessobstructive sleep apnea syndrome (OSAS)Metabolomics
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Descriptive Dermoscopic Study of Depigmentation in Melanocytic Nevi Without a Visible Halo

2011

Background and objectives: There are few cases described in the literature in which depigmentation of melanocytic nevi occurs without the appearance of halos. The aim of this study was to analyze the correlation between clinical and dermoscopic findings and to assess the usefulness of dermoscopy to identify possible markers of complete regression in melanocytic lesions. Materials and methods: A prospective, observational, descriptive study of 77 melanocytic lesions in 52 patients was undertaken over a 5-year period. Melanocytic lesions from patients who underwent periodic follow-up in the digital dermoscopy unit were analyzed if they had exhibited partial or total, permanent depigmentation …

medicine.medical_specialtyPathologyHistologybusiness.industryFemale sexDermatologyMelanocytic nevusmedicine.diseaseDermatologyPathology and Forensic MedicineDepigmentationComplete regressionmedicineNevusHalomedicine.symptombusinessProspective cohort studyHalo nevusActas Dermo-Sifiliográficas (English Edition)
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Dropout from exercise randomized controlled trials among people with depression: A meta-analysis and meta regression

2015

Abstract Objective Exercise has established efficacy in improving depressive symptoms. Dropouts from randomized controlled trials (RCT’s) pose a threat to the validity of this evidence base, with dropout rates varying across studies. We conducted a systematic review and meta-analysis to investigate the prevalence and predictors of dropout rates among adults with depression participating in exercise RCT’s. Method Three authors identified RCT’s from a recent Cochrane review and conducted updated searches of major electronic databases from 01/2013 to 08/2015. We included RCT’s of exercise interventions in people with depression (including major depressive disorder (MDD) and depressive symptoms…

medicine.medical_specialtyPatient DropoutseducationDepression Exercise Physical activity DropoutPsychological interventionlaw.inventionRandomized controlled triallawPrevalencemedicineHumansMeta-regressionExerciseDepression (differential diagnoses)Dropout (neural networks)Randomized Controlled Trials as TopicDepressive Disorder MajorDepressive DisorderDepressionPhysical activityDropoutMajormedicine.diseaseExercise TherapyPsychiatry and Mental healthClinical PsychologyMeta-analysisPhysical therapyMajor depressive disorderDepression; Dropout; Exercise; Physical activity; Depression; Depressive Disorder Major; Humans; Patient Dropouts; Prevalence; Randomized Controlled Trials as Topic; Exercise Therapy; Psychiatry and Mental Health; Clinical PsychologyExercise prescriptionPsychology
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Does Oxygen Content Play a Role in Spontaneous Closure of Perimembranous Ventricular Septal Defects?

2021

(1) Background: the impact of a series of laboratory parameters (haemoglobin, haematocrit, foetal haemoglobin, peripheral oxygen saturation, iron, transferrin, ferritin, and albumin) on perimembranous ventricular septal defects spontaneous healing was tested. (2) Methods: one hundred and seven patients were enrolled in the study (57% males; mean age 2.1 ± 0.4 years) and were subsequently subdivided into two groups: self-healing (n = 36) and in need of intervention (n = 71). Self-healing subjects were defined on the basis of an absence of residual shunts at colorDoppler across the previous defect. (3) Results: no statistically significant differences were reported in the size of perimembrano…

medicine.medical_specialtyPediatricsArticleRJ1-570ironInternal medicinemedicineOxygen contentchemistry.chemical_classificationanaemiabiologyMultivariable linear regressionPeripheral oxygen saturationbusiness.industrySpontaneous closureAlbuminMean agecongenital heart diseasehaemoglobinventricular septal defectFerritinventricular septal defect; congenital heart disease; haemoglobin; anaemia; ironchemistryTransferrinPediatrics Perinatology and Child Healthbiology.proteinCardiologybusinessChildren
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Incidence Patterns and Trends of non-Central Nervous System Solid Tumours in Children and Adolescents. A Collaborative Study of the Spanish Populatio…

2016

Journal Article; OBJECTIVE To describe incidence patterns and trends in children (0-14 years) and adolescents (15-19 age-range) with solid tumours, except those of central nervous system (CNS), in Spain. METHODS Cases were drawn from eleven Spanish population-based cancer registries. Incidence was estimated for the period 1983-2007 and trends were evaluated using Joinpoint regression analysis. RESULTS The studied tumour groups accounted for 36% of total childhood cancers and 47.6% of those diagnosed in adolescence with annual rates per million of 53.5 and 89.3 respectively. In children 0 to 14 years of age, Neuroblastoma (NB) was the commonest (7.8%) followed by Soft-tissue sarcomas (STS) (…

medicine.medical_specialtyPediatricsJoinpoint regression:Diseases::Neoplasms::Neoplasms by Histologic Type::Neoplasms Germ Cell and Embryonal::Neuroectodermal Tumors::Neoplasms Neuroepithelial::Neuroectodermal Tumors Primitive::Neuroectodermal Tumors Primitive Peripheral::Neuroblastoma [Medical Subject Headings]Central nervous systemEspaña03 medical and health sciences0302 clinical medicine030225 pediatricsInternal medicineNeuroblastoma:Health Care::Population Characteristics::Demography::Vital Statistics::Morbidity::Incidence [Medical Subject Headings]medicineCarcinoma:Diseases::Neoplasms::Neoplasms by Histologic Type::Neoplasms Glandular and Epithelial::Carcinoma [Medical Subject Headings]canceradolescentsAdolescente:Named Groups::Persons::Age Groups::Child [Medical Subject Headings]childhood:Geographicals::Geographic Locations::Europe::Spain [Medical Subject Headings]business.industryIncidence (epidemiology)Cancermedicine.diseaseNeoplasiasSpanish populationmedicine.anatomical_structureOncologyEl Niñopopulation-based studySpain030220 oncology & carcinogenesisNiño:Named Groups::Persons::Age Groups::Adolescent [Medical Subject Headings]solid tumourincidence:Diseases::Neoplasms::Neoplasms by Site::Bone Neoplasms [Medical Subject Headings]businessIncidenciaResearch PaperSpain.
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Hypothenar hammer syndrome: A multicenter case-control study

2013

Background The rarely diagnosed hypothenar hammer syndrome (HHS) is due to vascular damage to the distal part of the ulnar artery probably caused by acute or repetitive blunt trauma to the hypothenar region. To date, mainly case reports have been published, while epidemiological data are almost absent. Aim To identify potential risk factors for HHS. Method An interview-based multicenter case–control study of 71 patients with HHS and 105 matched controls was conducted with standardized questions regarding disease specific variables, occupation, exposure of the hands to different types of trauma in occupational and leisure context. Medical data were verified from individual medical records. R…

medicine.medical_specialtyPediatricsbusiness.industryMedical recordPublic Health Environmental and Occupational HealthCase-control studyContext (language use)Odds ratioLogistic regressionSurgeryBlunt traumaEpidemiologymedicineEtiologybusinessAmerican Journal of Industrial Medicine
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