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The recall propagation showed that both the entity detection and medication matching processes contributed to the loss of detection on discrepant medications; therefore, further refinements in these components are required to improve medication discrepancy detection.
The proposed medication discrepancy detection algorithm is diagramed in Figure 2.
The prototype needs to be transferred to a production environment to adequately estimate the practicality of automated medication discrepancy detection.
However, even at this early stage of development, automated medication discrepancy detection shows a promising outcome in assisting medication reconciliation.
The error analysis on algorithm outputs identified challenges to be addressed in order to improve medication discrepancy detection.
A standard margin of color discrepancy detection in the software was used for all samples when the software was asked to differentiate sound and carious dentin.
Similar(47)
Primary reason for discrepancy in detection of hyperdiploidy was caused by higher false positivity of FISH evaluations, when FISH signals were scored as trisomies when only a part of the chromosome arm was duplicated but not the whole chromosome.
Discrepancies in detection results were found for HRV, PIV3, HMPV, Adv, RSV B and HBoV.
Why are there such large discrepancies in detection and in estimates of expression across technical replicates?
Such discrepancies in detection levels might be caused by the sensitivity and capability of the different methods.
Thus it is difficult/moot to say whether the discrepancies between detection and manual clicking in these cases are from automated errors or human ones.
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