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Szpak and Tapamo [4] suggest that methods based on thresholding the area of connected components as described above are not suitable as targets may be smaller than some waves in the image and thus be erroneously removed.
For about a third of the missed cases, the negation/speculation filter had erroneously removed the evidence in the entry.
Precision is the percentage of confidential tokens that were removed relative to the number of public tokens that were erroneously removed (Equation 2).
A median of 0.0 coughs/h (IQR 0.0-0.2) werroneouslyusly removed and the variability in the resultant cough counts was comparable to that between manual cough counts.
All are common terms used in the medical realm but to an automated de-identification system, may appear to be a person and then erroneously removed.
These sequences were not identified in the HGAP2 assembly prior to Quiver-based trimming indicating that the sequences were not erroneously removed during trimming.
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The ultimate goal of de-identification software is to scrub true patient identifiers while minimizing over-scrubbing (erroneously removing non-PHI data).
Last, we modified the context street address part of the program requiring a number followed by a word for all Drive's to be removed as the program was erroneously removing phrases such as, 'fitness to drive.' After these further modifications were made, there were still recurrent errors identified necessitating the creation of a 'do not remove' list.
The clinical impact of erroneously removing misfitting items has not been directly investigated, however research suggests that the converse problem of retaining misfitting items (Type II errors) has little or no impact on the efficacy of, for instance, instruments used to screen for psychological distress [ 6].
Two primary performance measures of the proposed system will be investigated in this study; the ability of the system to reduce audio record lengths and also the "destructiveness" of the system, i.e. the extent to which the system erroneously removes cough sounds and how this compares to the differences seen between experienced manual cough counters.
After reporting the case to the GO maintainers, the error was fixed and explained publicly: 10 erroneously annotated genes were removed from the term, 33 were kept and 21 more were added (error report: http://sourceforge.net/tracker/index.php?func=detail&aid=2945847&group_id=36855& atid=605890).
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com