Feature extraction from unequal length heterogeneous EHR time series via dynamic time warping and tensor decomposition
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DOI: 10.1007/s10618-020-00724-6
Abstract: Electronic Health Records (EHR) data is routinely generated patient data that can provide useful information for analytical tasks such as disease detection and clinical event prediction. However, temporal EHR data such as physiological vital signs… read more here.
Keywords: length; time series; feature; time ... See more keywords
Measuring Electronic Health Record Use in the Pediatric ICU Using Audit-Logs and Screen Recordings.
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DOI: 10.1055/s-0041-1733851
Abstract: BACKGROUND Time spent in the electronic health record (EHR) has been identified as an important unit of measure for health care provider clinical activity. The lack of validation of audit-log based inpatient EHR time may… read more here.
Keywords: provider; audit log; time; ehr time ... See more keywords
Association between state-level malpractice environment and clinician electronic health record (EHR) time
Sign Up to like & getrecommendations! Published in 2022 at "Journal of the American Medical Informatics Association : JAMIA"
DOI: 10.1093/jamia/ocac034
Abstract: OBJECTIVE Clinicians spend significant time working in the electronic health record (EHR). The US is an outlier in EHR time, suggesting that EHR-related work may be driven in part by the legal environment and threat… read more here.
Keywords: time; ehr time; state level; association ... See more keywords