Integrating electronic healthcare records of armed forces personnel: Developing a framework for evaluating health outcomes in England, Scotland and Wales
Sign Up to like & getrecommendations! Published in 2018 at "International Journal of Medical Informatics"
DOI: 10.1016/j.ijmedinf.2018.02.012
Abstract: Highlights • A framework which integration national Electronic Healthcare Record datasets from England, Scotland and Wales is proposed.• Variable similarity is used to develop a schema which allows for variables to be linked and combined… read more here.
Keywords: electronic healthcare; integrating electronic; england scotland; scotland wales ... See more keywords
Propensity score prediction for electronic healthcare databases using super learner and high-dimensional propensity score methods
Sign Up to like & getrecommendations! Published in 2019 at "Journal of Applied Statistics"
DOI: 10.1080/02664763.2019.1582614
Abstract: ABSTRACT The optimal learner for prediction modeling varies depending on the underlying data-generating distribution. Super Learner (SL) is a generic ensemble learning algorithm that uses cross-validation to select among a ‘library’ of candidate prediction models.… read more here.
Keywords: electronic healthcare; healthcare databases; propensity score; prediction ... See more keywords
Generating and evaluating cross‐sectional synthetic electronic healthcare data: Preserving data utility and patient privacy
Sign Up to like & getrecommendations! Published in 2021 at "Computational Intelligence"
DOI: 10.1111/coin.12427
Abstract: Electronic healthcare record data have been used to study risk factors of disease, treatment effectiveness and safety, and to inform healthcare service planning. There has been increasing interest in utilizing these data for new purposes… read more here.
Keywords: cross sectional; electronic healthcare; healthcare data; synthetic data ... See more keywords
Electronic healthcare databases in Europe: descriptive analysis of characteristics and potential for use in medicines regulation
Sign Up to like & getrecommendations! Published in 2018 at "BMJ Open"
DOI: 10.1136/bmjopen-2018-023090
Abstract: Objective Electronic healthcare databases (EHDs) are useful tools for drug development and safety evaluation but their heterogeneity of structure, validity and access across Europe complicates the conduct of multidatabase studies. In this paper, we provide… read more here.
Keywords: information; electronic healthcare; databases europe; europe descriptive ... See more keywords
A systematic review of statistical methodology used to evaluate progression of chronic kidney disease using electronic healthcare records
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DOI: 10.1371/journal.pone.0264167
Abstract: Background Electronic healthcare records (EHRs) are a useful resource to study chronic kidney disease (CKD) progression prior to starting dialysis, but pose methodological challenges as kidney function tests are not done on everybody, nor are… read more here.
Keywords: electronic healthcare; methodology; chronic kidney; progression ... See more keywords
Identifying Military Service Status in Electronic Healthcare Records from Psychiatric Secondary Healthcare Services: A Validation Exercise Using the Military Service Identification Tool
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DOI: 10.3390/healthcare11040524
Abstract: Electronic healthcare records (EHRs) are a rich source of information with a range of uses in secondary research. In the United Kingdom, there is no pan-national or nationally accepted marker indicating veteran status across all… read more here.
Keywords: electronic healthcare; military service; msit; service ... See more keywords
Benzodiazepine-Receptor Agonist Utilization in Outpatients with Anxiety Disorder: A Retrospective Study Based on Electronic Healthcare Data from a Large General Tertiary Hospital
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DOI: 10.3390/healthcare11040554
Abstract: Benzodiazepine-receptor agonists (BZRAs), including benzodiazepines (BZDs) and drugs related to BZDs (Z-drugs), are commonly used for anxiety, but often have side effects. We retrospectively investigated the utilization and prescription characteristics of BZRAs for patients with… read more here.
Keywords: electronic healthcare; based electronic; utilization; benzodiazepine receptor ... See more keywords
Real-World Utilization of Target- and Immunotherapies for Lung Cancer: A Scoping Review of Studies Based on Routinely Collected Electronic Healthcare Data
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DOI: 10.3390/ijerph18147679
Abstract: Routinely collected electronic healthcare data (rcEHD) have a tremendous potential for enriching pre-marketing evidence on target- and immunotherapies used to treat lung cancer (LC). A scoping review was performed to provide a structured overview of… read more here.
Keywords: utilization; electronic healthcare; routinely collected; healthcare data ... See more keywords