Browsing by Subject "electronic health records"
Now showing items 1-5 of 5
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Design and analytic considerations for using patient-reported health data in pragmatic clinical trials: report from an NIH Collaboratory roundtable.
(Journal of the American Medical Informatics Association : JAMIA, 2020-02-06)Pragmatic clinical trials often entail the use of electronic health record (EHR) and claims data, but bias and quality issues associated with these data can limit their fitness for research purposes particularly for study ... -
Electronic health records: essential tools in integrating substance abuse treatment with primary care.
(Subst Abuse Rehabil, 2012)While substance use problems are considered to be common in medical settings, they are not systematically assessed and diagnosed for treatment management. Research data suggest that the majority of individuals with a substance ... -
Exploration and Application of Dimensionality Reduction and Clustering Techniques to Diabetes Patient Health Records
(2017-05-24)This research examines various data dimensionality reduction techniques and clustering methods. The goal was to apply these ideas to a test dataset and a healthcare dataset to see how they practically work and what conclusions ... -
Frustration With Technology and its Relation to Emotional Exhaustion Among Health Care Workers: Cross-sectional Observational Study.
(Journal of medical Internet research, 2021-07-06)<h4>Background</h4>New technology adoption is common in health care, but it may elicit frustration if end users are not sufficiently considered in their design or trained in their use. These frustrations may contribute to ... -
Gaussian Process-Based Models for Clinical Time Series in Healthcare
(2018)Clinical prediction models offer the ability to help physicians make better data-driven decisions that can improve patient outcomes. Given the wealth of data available with the widespread adoption of electronic health records, ...
