What are the benefits of collecting data on system performance in real-world conditions and using this information to refine algorithms or parameters?

Apr 24, 2025 ... FDA is alerting health care providers and lab staff of reports of false positives when using certain Micro Capillary Blood Collection tubes ... We conclude that it is necessary to consider both the correct ground-state crystal structure and the correct Hamiltonian in order to predict new TIs. Oct 28, 2020 ... Our studies suggest that a Kratom metabolite can cause false positive results in the Thermo Scientific CEDIA Methadone Metabolite (EDDP) ... We describe a case of a false-positive (FP) urine cannabinoid screen in a patient with pantoprazole usage. Jan 16, 2025 ... Multiple studies have shown that AI detectors were neither accurate nor reliable, producing a high number of both false positives and false negatives. Dec 9, 2015 ... The study author says over the course of 10 screening mammograms, the chance of at least one false-positive result is 61 percent for women ... ... false-positive rates of up to 70%. These results question the validity of a number of fMRI studies and may have a large impact on the interpretation of ... Oct 17, 2011 ... Flexibility in data collection, analysis, and reporting dramatically increases actual false-positive rates. Results: Studies suggest that a group of patients develops a hypertensive response to exercise and therefore may have false-positive stress echocardiography. Jan 16, 2024 ... The aim of this study was to assess the specificity of EST to detect an ischemic substrate against the reference standard of coronary endothelium-independent ...