Are there specific standards or guidelines related to accuracy, reliability, and the potential impact of errors that developers and deployers must adhere to?

Aug 18, 2016 ... Determining what OTC products patients are taking is very important when using UDS testing, as some OTCs may cause false-positive results. InsightVM allows you to investigate vulnerable results as potential false positives directly from the Security Console. If your investigation shows that the ... Aug 17, 2021 ... Several screening MRI studies have reported a false-positive rate (FPR) ranging from 52 per 1000 cases to 97 per 1000 cases; thus, FPR reduction ... Apr 22, 2025 ... a person or test result that is incorrectly classified as positive (as for the presence of a health condition) because of imperfect testing methods or ... To prevent IBM® QRadar® from generating an excessive number of false positives, you can tune false positive events and flows to prevent them from creating ... Jan 1, 2021 ... We agree that the common use of the term false-positive rate is to describe the converse of specificity (ie, one minus specificity). False positives are legal transactions that are flagged by transaction monitoring systems as being illegal. On the other hand, false negatives are illegal ... Apr 22, 2024 ... Toolkit ... False-positive results can be caused by pre-analytic, analytic, and post-analytic errors. ... Laboratories can monitor results and ... We found a substantial proportion of false positive C. difficile assays on aspirates obtained during colonoscopy. Mar 21, 2018 ... In a false positive urine drug test, the drug of interest is not present in the sample. False positives can be due to unrelated cross-reacting compounds.