Dealing with information overload: a comprehensive review

M Arnold, M Goldschmitt, T Rigotti - Frontiers in psychology, 2023 - frontiersin.org
Information overload is a problem that is being exacerbated by the ongoing digitalization of
the world of work and the growing use of information and communication technologies …

Usability and safety in electronic medical records interface design: a review of recent literature and guideline formulation

M Zahabi, DB Kaber, M Swangnetr - Human factors, 2015 - journals.sagepub.com
Objective The objectives of this study were to (a) review electronic medical record (EMR)
and related electronic health record (EHR) interface usability issues,(b) review how EMRs …

An attention based deep learning model of clinical events in the intensive care unit

DA Kaji, JR Zech, JS Kim, SK Cho, NS Dangayach… - PloS one, 2019 - journals.plos.org
This study trained long short-term memory (LSTM) recurrent neural networks (RNNs)
incorporating an attention mechanism to predict daily sepsis, myocardial infarction (MI), and …

Electronic health records, adoption, quality of care, legal and privacy issues and their implementation in emergency departments

O Ben-Assuli - Health policy, 2015 - Elsevier
Recently, the healthcare sector has shown a growing interest in information technologies.
Two popular health IT (HIT) products are the electronic health record (EHR) and health …

Patient safety issues from information overload in electronic medical records

S Nijor, G Rallis, N Lad, E Gokcen - Journal of Patient Safety, 2022 - journals.lww.com
Methods A literature search was performed using the Transparent Reporting of Systematic
Reviews and Meta-Analyses standards for literature review. PubMed and Web of Science …

[HTML][HTML] Navigation in the electronic health record: a review of the safety and usability literature

LC Roman, JS Ancker, SB Johnson… - Journal of biomedical …, 2017 - Elsevier
Objective Inefficient navigation in electronic health records has been shown to increase
users' cognitive load, which may increase potential for errors, reduce efficiency, and …

Derivation and validation of automated electronic search strategies to extract Charlson comorbidities from electronic medical records

B Singh, A Singh, A Ahmed, GA Wilson… - Mayo Clinic …, 2012 - Elsevier
Objective To develop and validate automated electronic note search strategies (automated
digital algorithm) to identify Charlson comorbidities. Patients and Methods The automated …

[HTML][HTML] The impact of visualization dashboards on quality of care and clinician satisfaction: integrative literature review

SS Khairat, A Dukkipati, HA Lauria, T Bice… - JMIR human …, 2018 - humanfactors.jmir.org
Background: Intensive Care Units (ICUs) in the United States admit more than 5.7 million
people each year. The ICU level of care helps people with life-threatening illness or injuries …

Electronic health record usability and workload changes over time for provider and nursing staff following transition to new EHR

KD Lopez, CL Chin, RFL Azevedo, V Kaushik, B Roy… - Applied ergonomics, 2021 - Elsevier
The ubiquity of EHRs in healthcare means that small EHR inefficiencies can have a major
impact on clinician workload. We conducted a sequential explanatory mixed methods study …

[HTML][HTML] Behavior change techniques to promote healthcare professionals' eHealth competency: a systematic review of interventions

L Virtanen, AM Kaihlanen, E Laukka… - International Journal of …, 2021 - Elsevier
Introduction The use of eHealth is rapidly--> increasing; however, many healthcare
professionals have insufficient eHealth competency. Consequently, interventions …