[HTML][HTML] Digital health data quality issues: systematic review

R Syed, R Eden, T Makasi, I Chukwudi… - Journal of Medical …, 2023 - jmir.org
Background The promise of digital health is principally dependent on the ability to
electronically capture data that can be analyzed to improve decision-making. However, the …

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 …

Data science and its relationship to library and information science: a content analysis

S Virkus, E Garoufallou - Data Technologies and Applications, 2020 - emerald.com
Data science and its relationship to library and information science: a content analysis |
Emerald Insight Books and journals Case studies Expert Briefings Open Access Publish with us …

A federated EHR network data completeness tracking system

H Estiri, JG Klann, SR Weiler… - Journal of the …, 2019 - academic.oup.com
Objective The study sought to design, pilot, and evaluate a federated data completeness
tracking system (CTX) for assessing completeness in research data extracted from electronic …

[HTML][HTML] EHR data quality assessment tools and issue reporting workflows for the 'All of Us' research program clinical data research network

N Engel, H Wang, X Jiang, CY Lau… - AMIA Summits on …, 2022 - ncbi.nlm.nih.gov
Abstract The All of Us (AoU) Research Program aggregates electronic health records (EHR)
data from 300, 00+ participants spanning 50+ distinct data sites. The diversity and size of …

A broadly applicable approach to enrich electronic-health-record cohorts by identifying patients with complete data: a multisite evaluation

JG Klann, DW Henderson, M Morris… - Journal of the …, 2023 - academic.oup.com
Objective Patients who receive most care within a single healthcare system (colloquially
called a “loyalty cohort” since they typically return to the same providers) have mostly …

[HTML][HTML] Assessing real-world medication data completeness

L Evans, JW London, MB Palchuk - Journal of Biomedical Informatics, 2021 - Elsevier
Abstract Objective Analysis of healthcare Real-World Data (RWD) provides an opportunity to
observe actual patient diagnostic, treatment and outcomes events. However, researchers …

Effect of PIK3CA variants on glioma-related epilepsy and response to treatment

S Tobochnik, W Pisano, E Lapinskas, KL Ligon… - Epilepsy research, 2021 - Elsevier
Upregulation of the PI3K/AKT/mTOR pathway has been implicated in glioma-related
epileptogenesis. In this retrospective analysis, epilepsy characteristics and response to …

What can millions of laboratory test results tell us about the temporal aspect of data quality? Study of data spanning 17 years in a clinical data warehouse

V Looten, LKW Chang, A Neuraz… - Computer Methods and …, 2019 - Elsevier
Objective To identify common temporal evolution profiles in biological data and propose a
semi-automated method to these patterns in a clinical data warehouse (CDW). Materials and …

Five-dimensional evaluation system and perceptron intelligent computing performance measurement methods based on medical heterogeneous equipment health …

H Qu, W Lian, S Pang, Z Wu, G You, J Wang - Neural Computing and …, 2023 - Springer
This article mainly focuses on the preprocessing method of medical heterogeneous
equipment health data sources and the performance measurement of single-layer …