Search results for "information management"

showing 10 items of 207 documents

Bivariate nonlinear prediction to quantify the strength of complex dynamical interactions in short-term cardiovascular variability.

2005

A nonlinear prediction method for investigating the dynamic interdependence between short length time series is presented. The method is a generalization to bivariate prediction of the univariate approach based on nearest neighbor local linear approximation. Given the input and output series x and y, the relationship between a pattern of samples of x and a synchronous sample of y was approximated with a linear polynomial whose coefficients were estimated from an equation system including the nearest neighbor patterns in x and the corresponding samples in y. To avoid overfitting and waste of data, the training and testing stages of the prediction were designed through a specific out-of-sampl…

Bivariate time seriePhysics::Medical PhysicsBiomedical EngineeringBlood PressureBivariate analysisOverfittingCross-validationk-nearest neighbors algorithmCardiovascular Physiological PhenomenaHealth Information ManagementHeart RateTilt-Table TestStatisticsApplied mathematicsHumansComputer SimulationPredictabilityHeart rate variabilityMathematicsHealth InformaticBaroreflex controlSystolic arterial pressure variabilityUnivariateModels CardiovascularNonlinear predictionComputer Science Applications1707 Computer Vision and Pattern RecognitionComputer Science ApplicationsNonlinear systemComputational Theory and MathematicsNonlinear DynamicsLinear approximationMedicalbiological engineeringcomputing
researchProduct

Evaluation of Record Linkage Methods for Iterative Insertions

2009

Summary Objectives: There have been many developments and applications of mathematical methods in the context of record linkage as one area of interdisciplinary research efforts. However, comparative evaluations of record linkage methods are still underrepresented. In this paper improvements of the Fellegi-Sunter model are compared with other elaborated classification methods in order to direct further research endeavors to the most promising methodologies. Methods: The task of linking records can be viewed as a special form of object identification. We consider several non-stochastic methods and procedures for the record linkage task in addition to the Fellegi-Sunter model and perform an e…

Boosting (machine learning)Medical Records Systems ComputerizedComputer scienceDecision treeHealth Informaticscomputer.software_genreMachine learningFuzzy LogicHealth Information ManagementGermanyExpectation–maximization algorithmHumansRegistriesAdvanced and Specialized NursingElectronic Data ProcessingModels Statisticalbusiness.industryData CollectionDecision TreesSupport vector machineClassification methodsMedical Record LinkageData miningArtificial intelligencebusinesscomputerAlgorithmsSoftwareRecord linkageMethods of Information in Medicine
researchProduct

Strengths and Weaknesses of Cancer Pain Management in Italy: Findings from a Nationwide SIAARTI Survey

2022

Objectives: Despite guidelines, a large percentage of cancer patients continue to suffer from ineffectively treated pain. The authors undertook this survey to assess the strengths and weaknesses of cancer pain management in Italy. Design: This was a prospectively administered survey. Participants: The participants were anesthesiologists of the Italian Society of Anesthesia, Analgesia, Resuscitation and Intensive Care (SIAARTI). Intervention: A 58-item questionnaire covered the demographics and features of cancer pain management in the Italian context. Results: The authors received responses from 611 pain therapists of 279 centers. Only 22% of physicians are exclusively pain therapists. Seve…

Breakthrough cancer pain; Cancer pain; Chronic pain; Neuropathic pain; Opioid; Pain management; SurveyLeadership and ManagementHealth PolicyBreakthrough cancer painChronic painHealth InformaticsOpioidNeuropathic painPain managementHealth Information ManagementSettore MED/41Cancer painSurveycancer pain; survey; breakthrough cancer pain; pain management; chronic pain; opioid; neuropathic painHealthcare; Volume 10; Issue 3; Pages: 441
researchProduct

Adolescents with Neuropsychiatric Disorders during the COVID-19 Pandemic: Focus on Emotional Well-Being and Parental Stress

2022

(1) Introduction: The aim of our research was to explore emotional/behavioral changes in adolescents with neuropsychiatric conditions during the COVID-19 pandemic, and parental stress levels through a standardized assessment, comparing the data collected before and during the first months of lockdown. Moreover, an additional goal was to detect a possible relationship between emotional/behavioural symptoms of adolescents and the stress levels of their parents. (2) Methods: We enrolled 178 Italian adolescents aged between 12–18 that were referred to the Child Neuropsychiatry Unit of the University Hospital of Salerno with different neuropsychiatric diagnoses. Two standardized questionnaires w…

CBCLLeadership and ManagementHealth Policyneuropsychiatric disorderCOVID-19Health Informaticsparental stressemotional behavioral symptomsneuropsychiatric disordersemotional behavioral symptomHealth Information ManagementadolescentPSIadolescentsCOVID-19; neuropsychiatric disorders; adolescents; emotional behavioral symptoms; parental stress; CBCL; PSIHealthcare
researchProduct

Gluten Free Diet for the Management of Non Celiac Diseases: The Two Sides of the Coin

2020

A lifelong adherence to a gluten-free (GF) diet is currently the only treatment for Celiac disease (CD), an autoimmune disorder that arises after gluten ingestion in individuals who are genetically predisposed. The gluten intake exerts toxic effects through several pathways involving gut barrier integrity, intestinal microbiota composition and immune system stimulation. However, despite the great benefit of GF diet for CD patients, its use has been debated. Indeed, individuals who adopt this diet regime may be at risk of nutrient deficiencies. Emerging evidence supports a beneficial effect of a GF diet also for other pathological conditions, including gluten-related disorders (GRD) often as…

Celiac diseasesLeadership and Managementlcsh:MedicineHealth InformaticsReviewDisease03 medical and health sciences0302 clinical medicineImmune systemHealth Information Managementgluten-free dietSettore BIO/10 - BiochimicaDiabetes mellitusMedicineIngestionIrritable bowel syndrome030304 developmental biologychemistry.chemical_classification0303 health sciencesbusiness.industryHealth Policylcsh:Rnutritional and metabolic diseasesnon celiac diseasemedicine.diseaseGlutendigestive system diseaseschemistryglutenImmunology030211 gastroenterology & hepatologyGluten freebusinessHealthcare
researchProduct

Studying Utility of Personal Usage-History: A Software Tool for Enabling Empirical Research

2007

Managing personal information space and working context is complicated in computerized environment. One well-known cause for the problem is that digital information is superficially fragmented into different data types and structures. Several unifying approaches have been proposed to facilitate semantic connections between them. Particularly in personal information retrieval, temporal information has turned to be useful. Hence, in this article, we present an empirical research setting for studying the utility of representing personal usage-history in information retrieval by comparing it with more traditional hierarchical representation. The research setting is based on a software Tool that…

Cognitive models of information retrievalbusiness.industryComputer sciencecomputer.software_genreData scienceInformation visualizationGroup information managementEmpirical researchHuman–computer interactionHuman–computer information retrievalPersonal information managerPersonal information managementRelevance (information retrieval)businessPersonally identifiable informationcomputer
researchProduct

Improving data quality in construction engineering projects : an action design research approach

2014

Aurthor's version of an article in the journal: Journal of Management in Engineering. Also available from the publisher at: http://dx.doi.org/10.1061/(ASCE)ME.1943-5479.0000202 The topic of data and information quality (DQ/IQ) is a longstanding issue of interest in both academia and practice in the construction engineering field. Poor DQ/IQ has led to poor engineering drawings that, in turn, have led to delays and, eventually, cost overruns. In this paper, a study is reported that took an action design research (ADR) approach to develop and evaluate a DQ/IQ assessment tool, which is called the information quality system (IQS), in a large global engineering and construction company. The eval…

Construction managementInformation managementData processingEngineeringaction design researchbusiness.industryStrategy and ManagementGeneral EngineeringInformation processingInformation qualityinformation qualityinformation managementBuilding and ConstructionManagement Science and Operations ResearchConstruction engineeringData qualityframeworksIndustrial relationsconstruction engineeringdata qualityAction design researchVDP::Social science: 200::Library and information science: 320::Information and communication systems: 321business
researchProduct

Action Research as a Proactive Research Method for Construction Engineering and Management

2010

Academic research in applied disciplines such as construction engineering and management (CEM) has the dual mission of simultaneously contributing to the solution of practical problems and creating theoretical and conceptual knowledge. To do so, appropriate research approaches are needed. However, extant literature in the field has paid little attention to this issue and research methods used have been almost entirely either quantitative surveys or case studies. In this paper, action research (AR) is proposed as an answer to this knowledge gap. AR aims at building and testing theory within the context of solving an immediate practical problem in a real setting. The paper describes the under…

Construction managementInformation managementDecision support systemEngineeringbusiness.industryStrategy and ManagementInformation technologyContext (language use)Building and ConstructionConstruction engineeringIndustrial relationsApplied researchAction researchProject managementbusinessCivil and Structural EngineeringJournal of Construction Engineering and Management
researchProduct

Elena+ care for COVID-19, a pandemic lifestyle care intervention : intervention design and study protocol

2021

Background: The current COVID-19 coronavirus pandemic is an emergency on a global scale, with huge swathes of the population required to remain indoors for prolonged periods to tackle the virus. In this new context, individuals' health-promoting routines are under greater strain, contributing to poorer mental and physical health. Additionally, individuals are required to keep up to date with latest health guidelines about the virus, which may be confusing in an age of social-media disinformation and shifting guidelines. To tackle these factors, we developed Elena+, a smartphone-based and conversational agent (CA) delivered pandemic lifestyle care intervention. Methods: Elena+ utilizes varie…

Conversational agentdigital healthcomputer sciencechatbot conversational agent digital coaching COVID-19 coronavirus lifestyle smartphone pandemic mental health exercisebehavioral scienceStudy Protocoldigital coachingChatbot Conversational agent (CA) Digital coaching Digital Health Coronavirus – COVID-19 Gamification Mental Health lifestyleCOVID‐19Humans:Medicine [Science]gamificationLife StylePandemicsPublic healthPandemicSARS-CoV-2coronavirus-COVID-19health sciencescoronavirus–COVID-19COVID-19Correctioninformation managementchatbot; conversational agent; Digital coaching; digital health; Coronavirus; COVID‐19; Gamification; Mental health; Pandemic; LifestyleLifestyleCoaching614: Public Health und GesundheitsförderungPandemic lifestyle careCoronavirusDigital Coachingconversational agent (CA)social sciencesmental healthChatbot
researchProduct

Palliative Care Professionals' Inner Lives: Cross-Cultural Application of the Awareness Model of Self-Care

2021

Compassionate professional qualities traditionally have not received the most attention in either critical or end of life care. Constant exposure to death, time pressure and workload, inadequate coping with personal emotions, grieving, and depression urge the development of an inner curricula of competences to promote professional quality of life and compassionate care. The COVID-19 pandemic highlights the universality of these problems and the need to equip ourselves with rigorously validated measurement and monitoring approaches that allow for unbiased comparisons. The main objective of this study was to offer evidence on the generalizability of the awareness model of self-care across thr…

Coping (psychology)Palliative careLeadership and Managementmedia_common.quotation_subjectApplied psychologycompassion fatiguelcsh:MedicineHealth Informaticscompassionate careArticle03 medical and health sciences0302 clinical medicineQuality of life (healthcare)OptimismHealth Information ManagementHealth careGeneralizability theory030212 general & internal medicinemedia_commonbusiness.industrycross-cultural comparisonHealth Policycompassion satisfactionlcsh:RCompassion fatigue030220 oncology & carcinogenesisPsychologybusinessEnd-of-life care
researchProduct