1. [Flagging threshold optimization for manual blood smear review in primary care laboratory]
- Author
-
Pierre-Adrien Bihl
- Subjects
Blood Cells ,Primary Health Care ,Computer science ,Clinical Laboratory Techniques ,Flagging ,Cytodiagnosis ,Reproducibility of Results ,Workload ,General Medicine ,Primary care ,Validation Studies as Topic ,medicine.disease ,Hematologic Diseases ,Blood smear ,Limit of Detection ,Reference Values ,Calibration ,medicine ,Humans ,Medical emergency ,France ,Clinical care ,Laboratories ,False Negative Reactions - Abstract
Manual blood smear review is required when an anomaly detected by the automated hematologic analyzer triggers a flag. Our will through this study is to optimize these flagging thresholds for manual slide review in order to limit workload, while insuring clinical care through no extra false-negative. Flagging causes of 4,373 samples were investigated by manual slide review, after having been run on ADVIA 2120i. A set of 6 user-adjustments is proposed. By implementing all recommendations that we made, false-positive rate falls from 81.8% to 58.6%, while PPV increases from 18.2% to 23.7%. Hence, use of such optimized thresholds enables us to maximize efficiency without altering clinical care, but each laboratory should establish its own criteria to take into consideration local distinctive features.
- Published
- 2018