Clinical and operational insights from data-driven care pathway mapping: a systematic review

M Manktelow, A Iftikhar, M Bucholc, M McCann… - BMC medical informatics …, 2022 - Springer
Background Accumulated electronic data from a wide variety of clinical settings has been
processed using a range of informatics methods to determine the sequence of care activities …

[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 …

Patient flow prediction via discriminative learning of mutually-correcting processes

H Xu, W Wu, S Nemati, H Zha - IEEE transactions on …, 2016 - ieeexplore.ieee.org
Over the past decade, the rate of care unit (CU) use in the United States has been
increasing. With an aging population and ever-growing demand for medical care, effective …

Using EHR audit trail logs to analyze clinical workflow: a case study from community-based ambulatory clinics

DTY Wu, N Smart, EL Ciemins… - AMIA Annual …, 2018 - pmc.ncbi.nlm.nih.gov
To develop a workflow-supported clinical documentation system, it is a critical first step to
understand clinical workflow. While Time and Motion studies has been regarded as the gold …

Time-motion examination of electronic health record utilization and clinician workflows indicate frequent task switching and documentation burden

AJ Moy, JM Schwartz, J Elias, S Imran… - AMIA Annual …, 2021 - pmc.ncbi.nlm.nih.gov
Clinical documentation burden has been broadly acknowledged, yet few interprofessional
measures of burden exist. Using interprofessional time-motion study (TMS) data, we …

Examining workflow in a pediatric emergency department to develop a clinical decision support for an antimicrobial stewardship program

M Ozkaynak, DTY Wu, K Hannah… - Applied Clinical …, 2018 - thieme-connect.com
Background Clinical decision support (CDS) embedded into the electronic health record
(EHR), is a potentially powerful tool for institution of antimicrobial stewardship programs …

Clinical workflow analysis, process redesign, and quality improvement

M Ozkaynak, K Unertl, S Johnson, J Brixey… - Clinical informatics study …, 2022 - Springer
Healthcare workflow is a series of tasks and the people and resources needed to complete
these tasks. Workflows within and across organizations are driven by individual …

Examining daily activity routines of older adults using workflow

J Chung, M Ozkaynak, G Demiris - Journal of biomedical informatics, 2017 - Elsevier
We evaluated the value of workflow analysis supported by a novel visualization technique to
better understand the daily routines of older adults and highlight their patterns of daily …

Agent-based dynamic optimization for managing the workflow of the patient's pathway

F Ajmi, H Zgaya, SB Othman, S Hammadi - Simulation Modelling Practice …, 2019 - Elsevier
The emergency department (ED) is an important health care service representing the
bottleneck of the hospital. The ED often faces overcrowding problems in many countries …

Visualising clinical work in the emergency department: understanding interleaved patient management

SR Walter, MZ Raban, JI Westbrook - Applied ergonomics, 2019 - Elsevier
We present a unique data visualisation approach, called workflow time charts, to illustrate
the sequential and multi-dimensional nature of work in emergency departments. Using 40 h …