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The authors would like to thank Shawn Loftus and Robert Sawyer, MD for technical assistance with the institutional databases, Shobha Phansalkar for help with automated text analyses, Guillermo Giangreco, MD for help with the validation of the record review, and Kathleen Speck for coordinating our scientific and administrative activities.
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Validation of the records by a medical expert revealed problems in 19% of the records; these were subsequently corrected.
The MADA is now available to the public, and could potentially be used as a valuable data resource for comparison to and validation of the historical records generated by ACRE SEA.
We evaluated the system's gesture recognition performance using eightfold cross validation of the data recorded in Section 2 and obtained a 91.0% correct rate and 64.7% accuracy, which were defined as: Corr = C g N g, (2) Acc = C g R g, (3).
It thus served primarily as validation of the results recorded with Bacillus sp (Table 4).
PH performed the validation of the medical records, and PH and HO were responsible for the statistical analyses.
Validation of those records by a medical expert revealed problems in fewer than 3% of these background patient EMRs and the errors were subsequently rectified.
SB served as a medical expert on the creation of synthetic tularemia records and assisted in the validation of the synthetic tularemia records.
Fresh-frozen brains were cryostat-cut into 20 µm coronal sections for further validation of the location of recording track into the GP, STN and SNr as previously described [15], [18].
He performed the validation of the synthetic background records and assisted in the editing of the manuscript.
One of the limitations of this study is that the anonymisation of HES data prevents the validation of individual records against the original clinical chart records.
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CEO of Professional Science Editing for Scientists @ prosciediting.com