The use of electronic health records to support population health: a systematic review of the literature

CS Kruse, A Stein, H Thomas, H Kaur - Journal of medical systems, 2018 - Springer
Electronic health records (EHRs) have emerged among health information technology as
“meaningful use” to improve the quality and efficiency of healthcare, and health disparities in …

Visual analytics in healthcare–opportunities and research challenges

JJ Caban, D Gotz - Journal of the American Medical Informatics …, 2015 - academic.oup.com
As medical organizations modernize their operations, they are increasingly adopting
electronic health records (EHRs) and deploying new health information technology systems …

Electronic health records

R Kohli, SSL Tan - Mis Quarterly, 2016 - JSTOR
Electronic health records (EHR) facilitate integration of patient health history for planning
safe and proper treatment. Combined with data analytics, aggregate-level EHR enable …

Network analytics and machine learning for predictive risk modelling of cardiovascular disease in patients with type 2 diabetes

ME Hossain, S Uddin, A Khan - Expert Systems with Applications, 2021 - Elsevier
A high proportion of older adults with type 2 diabetes (T2D) often develop cardiovascular
diseases (CVD). Diagnosis and regular monitoring of their multimorbidity is clinically and …

Using electronic health record audit logs to study clinical activity: a systematic review of aims, measures, and methods

A Rule, MF Chiang, MR Hribar - Journal of the American Medical …, 2020 - academic.oup.com
Objective To systematically review published literature and identify consistency and
variation in the aims, measures, and methods of studies using electronic health record …

Applications of network analysis to routinely collected health care data: a systematic review

JC Brunson, RC Laubenbacher - Journal of the American …, 2018 - academic.oup.com
Objective To survey network analyses of datasets collected in the course of routine
operations in health care settings and identify driving questions, methods, needs, and …

Social network research in health care settings: design and data collection

C Pomare, JC Long, K Churruca, LA Ellis, J Braithwaite - Social networks, 2022 - Elsevier
Social network research can help us understand intractable problems central to the
challenges of today's health care system: silo-working, bottlenecks, gaps, poor …

[HTML][HTML] Visual analytic tools and techniques in population health and health services research: scoping review

JA Chishtie, JS Marchand, LA Turcotte… - Journal of Medical …, 2020 - jmir.org
Background Visual analytics (VA) promotes the understanding of data with visual, interactive
techniques, using analytic and visual engines. The analytic engine includes automated …

Graph-representation of patient data: a systematic literature review

J Schrodt, A Dudchenko, P Knaup-Gregori… - Journal of medical …, 2020 - Springer
Graph theory is a well-established theory with many methods used in mathematics to study
graph structures. In the field of medicine, electronic health records (EHR) are commonly …

PatientExploreR: an extensible application for dynamic visualization of patient clinical history from electronic health records in the OMOP common data model

BS Glicksberg, B Oskotsky, PM Thangaraj… - …, 2019 - academic.oup.com
Abstract Motivation Electronic health records (EHRs) are quickly becoming omnipresent in
healthcare, but interoperability issues and technical demands limit their use for biomedical …