Search results for "Multivariate Analysi"

showing 10 items of 1084 documents

A Multi-Variate Predictability Framework to Assess Invasive Cardiac Activity and Interactions during Atrial Fibrillation

2017

Objective: This study introduces a predictability framework based on the concept of Granger causality (GC), in order to analyze the activity and interactions between different intracardiac sites during atrial fibrillation (AF). Methods: GC-based interactions were studied using a three-electrode analysis scheme with multi-variate autoregressive models of the involved preprocessed intracardiac signals. The method was evaluated in different scenarios covering simulations of complex atrial activity as well as endocardial signals acquired from patients. Results: The results illustrate the ability of the method to determine atrial rhythm complexity and to track and map propagation during AF. Conc…

medicine.medical_specialtyComputer science0206 medical engineeringAtrial fibrillation (AF)Biomedical EngineeringCardiac activity02 engineering and technology030204 cardiovascular system & hematologyIntracardiac injectionmulti-variate autoregressive (MVAR) modeling03 medical and health sciences0302 clinical medicineHeart Conduction SystemInternal medicineAtrial Fibrillationmultielectrode cathetermedicineHumansComputer SimulationPredictabilityModels Statisticalbusiness.industryBody Surface Potential MappingModels CardiovascularPattern recognitionAtrial fibrillationmedicine.disease020601 biomedical engineeringRandom variateAutoregressive modelData Interpretation Statisticalbipolar electrograms (EGMs)Multivariate AnalysisSettore ING-INF/06 - Bioingegneria Elettronica E InformaticaCardiologyGranger causality (GC)Artificial intelligencebusiness
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P1296 : Blocking NMDA receptors prolongs survival in rats with acute liver failure by dual protective mechanisms in kidney and brain

2015

were 1094.67±239.37mIU/ml. The difference in values between these groups was statistically significant (p = 0.004). There was a statistically significant difference in total leucocyte count, serum creatinine, INR and cleaved CK18 M30 levels among those that survived vs expired. Multivariate analysis found that all these independently predict mortality. A receiver operating characteristic curve was drawn for the new score. The score found was compared with the King’s College criteria and the MELD score, the new scoring system was found to have higher sensitivity and specificity for mortality compared with other standard prognostic markers in ALF, and has a better diagnostic accuracy (Table 1…

medicine.medical_specialtyCreatinineKidneyMultivariate analysisHepatologyReceiver operating characteristicbusiness.industrySignificant differenceLiver failureDiagnostic accuracyGastroenterologychemistry.chemical_compoundmedicine.anatomical_structurechemistryAnesthesiaInternal medicinemedicineNMDA receptorbusinessJournal of Hepatology
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Longitudinal Study on Growth and Body Mass Index before and after Diagnosis of Childhood Craniopharyngioma

2004

Abstract We analyzed whether childhood craniopharyngioma predisposes to obesity and growth impairment. Height/length, body mass index (BMI), and hypothalamic involvement were evaluated in 90 patients at standardized ages and time points before, after, and at the time of diagnosis. Relevant decreases in height sd score (SDS) started at 10–12 months of age and persisted until diagnosis of childhood craniopharyngioma. Relevant increases in BMI SDS were detectable between 4 and 5 yr of age. Postoperative BMI SDS (yr 1–6) had a weak positive correlation with BMI SDS at the time of diagnosis. In linear regression analysis, hypothalamic tumor involvement (P < 0.001), ponderal index at birth…

medicine.medical_specialtyEndocrinology Diabetes and MetabolismClinical BiochemistryHypothalamusPituitary neoplasmBiochemistryBody Mass IndexCraniopharyngiomaChild DevelopmentEndocrinologyRisk FactorsInternal medicinemedicineHumansNeoplasm InvasivenessPituitary NeoplasmsLongitudinal StudiesObesityRisk factorGrowth DisordersRetrospective Studiesbusiness.industryBody WeightBiochemistry (medical)Childhood CraniopharyngiomaInfantmedicine.diseaseObesityBody HeightCraniopharyngiomaEndocrinologyEl NiñoMultivariate AnalysisHypothalamic NeoplasmDisease SusceptibilitybusinessBody mass indexThe Journal of Clinical Endocrinology & Metabolism
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High performance liquid chromatography analysis of tear protein patterns in diabetic and non-diabetic dry-eye patients.

2001

To analyze and compare the high performance liquid chromatography (HPLC) runs of tear proteins from diabetic (DIDRY) and non-diabetic (DRY) dry-eye patients, and healthy subjects (CTRL). The patterns were analyzed using multivariate statistical methods.Tears (total 56 eyes: CTRL: n=16, DIDRY: n=21, and DRY: n=19) were analyzed by HPLC, using a size-exclusion column with an eluent of 0.5 M sodium phosphate buffer. The patients were primarily grouped according to the results of the basic secretory test (BST) in combination with subjective symptoms such as burning, foreign body sensations, tearing, and "dryness" of the eyes. Patients with BST valuesor = 10 mm/5 min plus two subjective symptoms…

medicine.medical_specialtyEye diseaseTear proteinsHigh-performance liquid chromatographyDiabetes Complications03 medical and health sciences0302 clinical medicineOphthalmologyDiabetes mellitusDiabetes MellitusMedicineHumansEye ProteinsChromatography High Pressure Liquidbusiness.industryHealthy subjectsGeneral Medicinemedicine.diseaseeye diseasesSurgeryOphthalmologyTearsMultivariate Analysis030221 ophthalmology & optometryChromatography GelTearsDry Eye Syndromessense organsbusiness030217 neurology & neurosurgeryNon diabeticEuropean journal of ophthalmology
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Social functioning as a significant factor in women's help-seeking behaviour during the climacteric period.

1993

In order to identify the psychosocial factors that lead to the demand for medical care related to the menopause, we carried out a case/control study. A case was defined as a woman who sought gynaecological care due to "menopausal complaints" (n = 85) and a control referred to a woman drawn at random from the general population. The cases showed greater psychiatric morbidity and social dissatisfaction, a lower level of diffused social support and a higher frequency of severe life events and the controls showed greater social maladjustment in objective conditions. The multivariate analysis (logistic regression) carried out after adjusting all the relevant variables, indicated that the demand …

medicine.medical_specialtyHealth (social science)Multivariate analysisSocial PsychologyEpidemiologyPopulationLogistic regressionLife Change EventsSocial supportRisk FactorsEpidemiologymedicineHumansWomenPsychiatryeducationeducation.field_of_studySocializationSocial SupportMiddle AgedPatient Acceptance of Health Caremedicine.diseaseHelp-seekingMenopausePsychiatry and Mental healthMental HealthCase-Control StudiesWomen's HealthFemaleMenopausePsychologyPsychosocialSocial AdjustmentSocial psychiatry and psychiatric epidemiology
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Arterial thrombosis in Philadelphia-negative myeloproliferative neoplasms predicts second cancer: a case-control study.

2020

Abstract Patients with Philadelphia-negative myeloproliferative neoplasm (MPN) are prone to the development of second cancers, but the factors associated with these events have been poorly explored. In an international nested case-control study, we recruited 647 patients with carcinoma, nonmelanoma skin cancer, hematological second cancer, and melanoma diagnosed concurrently or after MPN diagnosis. Up to 3 control patients without a history of cancer and matched with each case for center, sex, age at MPN diagnosis, date of diagnosis, and MPN disease duration were included (n = 1234). Cases were comparable to controls for MPN type, driver mutations and cardiovascular risk factors. The freque…

medicine.medical_specialtyImmunologyKaplan-Meier EstimateGene mutationBiochemistryGastroenterologyMyeloproliferative neoplasms03 medical and health sciences0302 clinical medicineSDG 3 - Good Health and Well-beingInternal medicineCarcinomaMedicineHumansPhiladelphia ChromosomeMyeloproliferative neoplasmMyeloproliferative Disordersbusiness.industryCase-control studyCancerfood and beveragesMyeloproliferative neoplasmssecond cancersarterial eventsNeoplasms Second PrimaryThrombosisCell BiologyHematologyOdds ratioArteriesmedicine.diseasesecond cancersThrombosisSettore MED/15 - MALATTIE DEL SANGUEarterial events030220 oncology & carcinogenesisCase-Control StudiesMultivariate Analysis/dk/atira/pure/sustainabledevelopmentgoals/good_health_and_well_beingSkin cancerbusiness030215 immunologyFollow-Up StudiesBlood
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P136 Risk factors for anastomotic leakage after colorectal resection in ovarian cancer surgery: a multi-centre study

2019

Introduction/Background In advanced ovarian cancer surgery, there is rather limited published evidence, drawn from a small sample, providing information about risk factors for anastomotic leak. Methodology To determine pre-/intraoperative risk factors for anastomotic leak after modified posterior pelvic exenteration (MPE) or colorectal resection in ovarian cancer and to create a practical instrument for predicting anastomotic leak risk. Eight hospitals participated in this retrospective study. Data on 695 patients operated for ovarian cancer with primary anastomosis were included (January 2010-June 2018). Twelve pre-/intraoperative variables were analysed as potential independent risk facto…

medicine.medical_specialtyLeakMultivariate analysisbusiness.industryIncidence (epidemiology)Retrospective cohort studyAnastomosismedicine.diseasePosterior Pelvic ExenterationSurgeryStomamedicineOvarian cancerbusinessPoster exhibition Day 2
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Antipsychotic prescription and mortality in hospitalized older persons

2017

Background Recent scientific reports have shown that older persons treated with antipsychotics for dementia-related behavioural symptoms have increased mortality. However, the impact of these drugs prescribed during hospitalization has rarely been assessed. We aimed to investigate whether antipsychotics are associated with an increased risk of mortality during hospitalization and at 3-month follow-up in elderly inpatients. Methods We analyzed data gathered during two waves (2010 and 2012) by the REPOSI (Registro Politerapie Societa Italiana Medicina Interna). All new prescriptions of antipsychotic drugs during hospitalization, whether maintained or discontinued at discharge, were collected,…

medicine.medical_specialtyMultivariate analysis030214 geriatricsbusiness.industrymedicine.medical_treatmentmedicine.diseaseLogistic regression03 medical and health sciencesPsychiatry and Mental health0302 clinical medicineRating scaleNormal cognitionInternal medicinemedicineHaloperidolDementiaGeriatrics and GerontologyMedical prescriptionAntipsychoticbusinessPsychiatryGerontology030217 neurology & neurosurgerymedicine.drugPsychogeriatrics
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Dynamic angiopoietin-2 assessment predicts survival and chronic course in hospitalized patients with COVID-19

2021

Key Points Three-day change in angiopoietin-2 levels predicts COVID-19 in-hospital mortality, whereas the 10-day trend is associated with chronic lung disability. Angiopoietin-2 may play an important pathogenic role in patients with COVID-19, and it could be a target for new treatments.

medicine.medical_specialtyMultivariate analysis20CD34Risk Factors ...030204 cardiovascular system & hematologyGastroenterologyAntiviral AgentsAngiopoietin-203 medical and health sciences0302 clinical medicineRisk FactorsVascular BiologyInternal medicinemedicineHumans030212 general & internal medicineHospital MortalitySurvival rateProportional Hazards ModelsAntiviral AgentLungReceiver operating characteristicbusiness.industryProportional hazards modelSARS-CoV-2Interleukin-6Risk FactorHazard ratioCOVID-19HematologyBiomarker32Confidence intervalCOVID-19 Drug TreatmentHospitalizationSurvival RateAngiopoietin-2; Antiviral Agents; Area Under Curve; Biomarkers; COVID-19; Hospital Mortality; Hospitalization; Humans; Interleukin-6; Proportional Hazards Models; ROC Curve; Risk Factors; SARS-CoV-2; Survival Ratemedicine.anatomical_structureROC CurveArea Under Curvecardiovascular systemProportional Hazards ModelbusinessBiomarkersHuman
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Changes in Motor, Cognitive, and Behavioral Symptoms in Parkinson's Disease and Mild Cognitive Impairment During the COVID-19 Lockdown

2020

Objective: The effects of the COVID-19 lockdown on subjects with prodromal phases of dementia are unknown. The aim of this study was to evaluate the motor, cognitive, and behavioral changes during the COVID-19 lockdown in Italy in patients with Parkinson's disease (PD) with and without mild cognitive impairment (PD-MCI and PD-NC) and in patients with MCI not associated with PD (MCInoPD).Methods: A total of 34 patients with PD-NC, 31 PD-MCI, and 31 MCInoPD and their caregivers were interviewed 10 weeks after the COVID-19 lockdown in Italy, and changes in cognitive, behavioral, and motor symptoms were examined. Modified standardized scales, including the Neuropsychiatric Inventory (NPI) and t…

medicine.medical_specialtyMultivariate analysisActivities of daily livingParkinson's diseaselcsh:RC435-571behavioral symptomsParkinson's diseaseDiseasebehavioral symptoms caregiver burden cognitive impairment COVID-19 motor impairment Parkinson's disease quarantinemotor impairment03 medical and health sciences0302 clinical medicineRating scalelcsh:PsychiatryInternal medicinemental disordersmedicineDementiaOriginal Researchcognitive impairmentPsychiatrycaregiver burden030214 geriatricsbusiness.industryquarantineCOVID-19CognitionCaregiver burdenmedicine.diseasePsychiatry and Mental healthbusiness030217 neurology & neurosurgeryFrontiers in Psychiatry
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