The secondary use of electronic health records for data mining: Data characteristics and challenges

T Sarwar, S Seifollahi, J Chan, X Zhang… - ACM Computing …, 2022 - dl.acm.org
The primary objective of implementing Electronic Health Records (EHRs) is to improve the
management of patients' health-related information. However, these records have also been …

[HTML][HTML] A review of data quality assessment methods for public health information systems

H Chen, D Hailey, N Wang, P Yu - International journal of environmental …, 2014 - mdpi.com
High quality data and effective data quality assessment are required for accurately
evaluating the impact of public health interventions and measuring public health outcomes …

[HTML][HTML] Clinical data reuse or secondary use: current status and potential future progress

SM Meystre, C Lovis, T Bürkle… - Yearbook of medical …, 2017 - thieme-connect.com
Objective: To perform a review of recent research in clinical data reuse or secondary use,
and envision future advances in this field. Methods: The review is based on a large literature …

[HTML][HTML] Secondary use of clinical data: the Vanderbilt approach

I Danciu, JD Cowan, M Basford, X Wang, A Saip… - Journal of biomedical …, 2014 - Elsevier
The last decade has seen an exponential growth in the quantity of clinical data collected
nationwide, triggering an increase in opportunities to reuse the data for biomedical research …

[HTML][HTML] Factors affecting the quality of person-generated wearable device data and associated challenges: Rapid systematic review

S Cho, I Ensari, C Weng, MG Kahn… - JMIR mHealth and …, 2021 - mhealth.jmir.org
Background There is increasing interest in reusing person-generated wearable device data
for research purposes, which raises concerns about data quality. However, the amount of …

[HTML][HTML] Barriers to data quality resulting from the process of coding health information to administrative data: a qualitative study

K Lucyk, K Tang, H Quan - BMC health services research, 2017 - Springer
Background Administrative health data are increasingly used for research and surveillance
to inform decision-making because of its large sample sizes, geographic coverage …

The Georges Pompidou University hospital clinical data warehouse: a 8-years follow-up experience

AS Jannot, E Zapletal, P Avillach, MF Mamzer… - International journal of …, 2017 - Elsevier
Background When developed jointly with clinical information systems, clinical data
warehouses (CDWs) facilitate the reuse of healthcare data and leverage clinical research …

A data quality framework for process mining of electronic health record data

F Fox, VR Aggarwal, H Whelton… - 2018 IEEE international …, 2018 - ieeexplore.ieee.org
Reliable research demands data of known quality. This can be very challenging for
electronic health record (EHR) based research where data quality issues can be complex …

The use and misuse of biomedical data: is bigger really better?

S Hoffman, A Podgurski - American journal of law & medicine, 2013 - cambridge.org
Very large biomedical research databases, containing electronic health records (EHR) and
genomic data from millions of patients, have been heralded recently for their potential to …

The state of population health surveillance using electronic health records: a narrative review

MM Paul, CM Greene, R Newton-Dame… - Population health …, 2015 - liebertpub.com
Electronic health records (EHRs) are transforming the practice of clinical medicine, but the
extent to which they are being harnessed to advance public health goals remains uncertain …