Cargando…

An automated data cleaning method for Electronic Health Records by incorporating clinical knowledge

BACKGROUND: The use of Electronic Health Records (EHR) data in clinical research is incredibly increasing, but the abundancy of data resources raises the challenge of data cleaning. It can save time if the data cleaning can be done automatically. In addition, the automated data cleaning tools for da...

Descripción completa

Detalles Bibliográficos
Autores principales:	Shi, Xi, Prins, Charlotte, Van Pottelbergh, Gijs, Mamouris, Pavlos, Vaes, Bert, De Moor, Bart
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	BioMed Central 2021
Materias:	Research
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8449435/ https://www.ncbi.nlm.nih.gov/pubmed/34535146 http://dx.doi.org/10.1186/s12911-021-01630-7

Ejemplares similares

The effect of automated audit and feedback on data completeness in the electronic health record of the general physician: protocol for a cluster randomized controlled trial
por: Van den Bulck, Steve, et al.
Publicado: (2021)

An exploration of under-registration of chronic kidney disease stages 3–5 in Belgian general practices using logistic regression
por: Van den Wyngaert, Ine, et al.
Publicado: (2022)

Is there a correlation between an eGFR slope measured over a 5-year period and incident cardiovascular events in the following 5 years among a Flemish general practice population: a retrospective cohort study
por: Van Pottelbergh, Gijs, et al.
Publicado: (2018)

Trends in the registration of anxiety in Belgian primary care from 2000 to 2021: a registry-based study
por: Beerten, Simon Gabriël, et al.
Publicado: (2023)

Trends in the epidemiology of depression and comorbidities from 2000 to 2019 in Belgium
por: Walrave, Roosje, et al.
Publicado: (2022)

Pneumococcal vaccination coverage and adherence to recommended dosing schedules in adults: a repeated cross-sectional study of the INTEGO morbidity registry
por: Janssens, Arne, et al.
Publicado: (2023)

Burden of heart failure in Flemish general practices: a registry-based study in the Intego database
por: Smeets, Miek, et al.
Publicado: (2019)

A Resampling Method to Improve the Prognostic Model of End-Stage Kidney Disease: A Better Strategy for Imbalanced Data
por: Shi, Xi, et al.
Publicado: (2022)

Evolution of benzodiazepine receptor agonist prescriptions in general practice: A registry-based study
por: Coteur, Kristien, et al.
Publicado: (2022)

Epidemiology of knee osteoarthritis in general practice: a registry-based study
por: Spitaels, David, et al.
Publicado: (2020)

Use of antibiotics and colorectal cancer risk: a primary care nested case–control study in Belgium
por: Van der Meer, Johannes, et al.
Publicado: (2021)

Association between traditional cardiovascular risk factors and mortality in the oldest old: untangling the role of frailty
por: Vaes, Bert, et al.
Publicado: (2017)

Development of Multimorbidity Over Time: An Analysis of Belgium Primary Care Data Using Markov Chains and Weighted Association Rule Mining
por: Shi, Xi, et al.
Publicado: (2020)

Cleaning of anthropometric data from PCORnet electronic health records using automated algorithms
por: Lin, Pi-I D, et al.
Publicado: (2022)

Fast and optimal algorithm for case-control matching using registry data: application on the antibiotics use of colorectal cancer patients
por: Mamouris, Pavlos, et al.
Publicado: (2021)

Short-term prognostic value of forced expiratory volume in 1 second divided by height cubed in a prospective cohort of people 80 years and older
por: Turkeshi, Eralda, et al.
Publicado: (2015)

Respiratory function and its predictive value for health related outcomes in the BELFRAIL cohort
por: Turkeshi, Eralda, et al.
Publicado: (2015)

The glomerular filtration rate estimated by new and old equations as a predictor of important outcomes in elderly patients
por: Van Pottelbergh, Gijs, et al.
Publicado: (2014)

Trends in multimorbidity and polypharmacy in the Flemish-Belgian population between 2000 and 2015
por: van den Akker, Marjan, et al.
Publicado: (2019)

The impact of the Covid-19 pandemic on the incidence of diseases and the provision of primary care: A registry-based study
por: Van den Bulck, Steve, et al.
Publicado: (2022)

Assessing testing rates for viral hepatitis B and C by general practitioners in Flanders, Belgium: a registry-based study
por: Bielen, Rob, et al.
Publicado: (2019)

Time trends in statin use and incidence of recurrent cardiovascular events in secondary prevention between 1999 and 2013: a registry-based study
por: Laleman, Nele, et al.
Publicado: (2018)

The correlation between blood pressure and kidney function decline in older people: a registry-based cohort study
por: Vaes, Bert, et al.
Publicado: (2015)

Developing quality indicators for Chronic Kidney Disease in primary care, extractable from the Electronic Medical Record. A Rand-modified Delphi method
por: Van den Bulck, Steve A., et al.
Publicado: (2020)

Impact of Heat Waves on Hospitalisation and Mortality in Nursing Homes: A Case-Crossover Study
por: Van den Wyngaert, Ine, et al.
Publicado: (2021)

Clinical decision support improves the appropriateness of laboratory test ordering in primary care without increasing diagnostic error: the ELMO cluster randomized trial
por: Delvaux, Nicolas, et al.
Publicado: (2020)

Feasibility of incorporating genomic knowledge into electronic medical records for pharmacogenomic clinical decision support
por: Overby, Casey Lynnette, et al.
Publicado: (2010)

Automated methods for the summarization of electronic health records
por: Pivovarov, Rimma, et al.
Publicado: (2015)

The clinical impact of valvular heart disease in a population-based cohort of subjects aged 80 and older
por: Rezzoug, Nawel, et al.
Publicado: (2016)

Incidence rates and trends of childhood urinary tract infections and antibiotic prescribing: registry-based study in general practices (2000 to 2020)
por: Boon, Hanne A., et al.
Publicado: (2022)

Machine learning optimization of an electronic health record audit for heart failure in primary care
por: Raat, Willem, et al.
Publicado: (2021)

The BELFRAIL (BF(C80+)) study: a population-based prospective cohort study of the very elderly in Belgium
por: Vaes, Bert, et al.
Publicado: (2010)

Comorbidity burden in the first three years after diagnosis in patients with rheumatoid arthritis, psoriatic arthritis or spondyloarthritis: a general practice registry-based study
por: Stouten, Veerle, et al.
Publicado: (2021)

The Impact of the COVID-19 Pandemic on the Registration and Care Provision of Mental Health Problems in General Practice: Registry-Based Study
por: Vandamme, Jan, et al.
Publicado: (2023)

Automated data cleaning of paediatric anthropometric data from longitudinal electronic health records: protocol and application to a large patient cohort
por: Phan, Hang T. T., et al.
Publicado: (2020)

Pipette cleaning in automated systems
por: Severns, M. L., et al.
Publicado: (1986)

The health and economic impact of acute gastroenteritis in Belgium, 2010–2014
por: Papadopoulos, Theofilos, et al.
Publicado: (2019)

Automating Electronic Health Record Data Quality Assessment
por: Ozonze, Obinwa, et al.
Publicado: (2023)

Incorporating validated alcohol and drug screening instruments in the electronic health record
por: Tindol, George Allen, et al.
Publicado: (2015)

The effect of data cleaning on record linkage quality
por: Randall, Sean M, et al.
Publicado: (2013)

Cannot write session to /tmp/vufind_sessions/sess_6g31kir80aes7bhnt5f16prpqp