[HTML][HTML] Data quality in health research: integrative literature review
Background Decision-making and strategies to improve service delivery must be supported
by reliable health data to generate consistent evidence on health status. The data quality …
by reliable health data to generate consistent evidence on health status. The data quality …
Automating electronic health record data quality assessment
O Ozonze, PJ Scott, AA Hopgood - Journal of Medical Systems, 2023 - Springer
Abstract Information systems such as Electronic Health Record (EHR) systems are
susceptible to data quality (DQ) issues. Given the growing importance of EHR data, there is …
susceptible to data quality (DQ) issues. Given the growing importance of EHR data, there is …
Das AKTIN-Notaufnahmeregister–kontinuierlich aktuelle Daten aus der Akutmedizin: Ergebnisse des Registeraufbaus und erste Datenauswertungen aus 15 …
D Brammen, F Greiner, M Kulla, R Otto… - Medizinische Klinik …, 2020 - pmc.ncbi.nlm.nih.gov
Hintergrund Die Notfallversorgung befindet sich im Umbruch. In Notaufnahmen werden
Patienten ausgehend von Symptomen und Dringlichkeit versorgt; dies bildet sich jedoch in …
Patienten ausgehend von Symptomen und Dringlichkeit versorgt; dies bildet sich jedoch in …
AKTIN–The German Emergency Department Data Registry–real-time data from emergency medicine: Implementation and first results from 15 emergency departments …
D Brammen, F Greiner, M Kulla, R Otto… - Medizinische Klinik …, 2022 - Springer
Abstract Background Emergency care in Germany is in transition. Emergency departments
(EDs) treat their patients based on symptoms and acuity. However, this perspective is not …
(EDs) treat their patients based on symptoms and acuity. However, this perspective is not …
A method for interoperable knowledge-based data quality assessment
Background Assessing the quality of healthcare data is a complex task including the
selection of suitable measurement methods (MM) and adequately assessing their results …
selection of suitable measurement methods (MM) and adequately assessing their results …
[HTML][HTML] What you need to know before implementing a clinical research data warehouse: comparative review of integrated data repositories in health care institutions
KK Gagalova, MAL Elizalde… - JMIR formative …, 2020 - formative.jmir.org
Background: Integrated data repositories (IDRs), also referred to as clinical data
warehouses, are platforms used for the integration of several data sources through …
warehouses, are platforms used for the integration of several data sources through …
Linking a consortium-wide data quality assessment tool with the MIRACUM metadata repository
LA Kapsner, JM Mang, S Mate… - Applied Clinical …, 2021 - thieme-connect.com
Background Many research initiatives aim at using data from electronic health records
(EHRs) in observational studies. Participating sites of the German Medical Informatics …
(EHRs) in observational studies. Participating sites of the German Medical Informatics …
Improving data quality in medical research: a monitoring architecture for clinical and translational data warehouses
Clinical and translational data warehouses are important infrastructure building blocks for
modern data-driven approaches in medical research. These analytics-oriented databases …
modern data-driven approaches in medical research. These analytics-oriented databases …
[HTML][HTML] Toward Better Semantic Interoperability of Data Element Repositories in Medicine: Analysis Study
Z Hu, A Wang, Y Duan, J Zhou, W Hu… - JMIR Medical …, 2024 - medinform.jmir.org
Background Data element repositories facilitate high-quality medical data sharing by
standardizing data and enhancing semantic interoperability. However, the application of …
standardizing data and enhancing semantic interoperability. However, the application of …
Data quality assurance practices in research data repositories—A systematic literature review. An Annual Review of Information Science and Technology (ARIST) …
Data quality issues can significantly hinder research reproducibility, data sharing, and reuse.
At the forefront of addressing data quality issues are research data repositories (RDRs). This …
At the forefront of addressing data quality issues are research data repositories (RDRs). This …