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Moreover, the PSA-based screening nowadays are associated with more harms than benefits to patients due to excessive false positive rate, which may result in subsequent wrong diagnosis and overtreatment [ 14].
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In summary, it seems that a minimum thickness of 5 mm as the threshold for follow-up [ 31] biopsy would provide adequate sensitivity without excessive false-positive rates in most women and a false-negative rate of 0.25 0.50% [ 33, 34].
It had a 1percentt false positive rate.
This false positive rate needs to be more carefully studied.
The false positive rate is also known as (1-sensitivity).
ROC curve plots true positive rate against false positive rate, evaluated on a certain population.
Panels display ROC curves, with the true positive rate versus the false positive rate (a), or the number of true positives versus the number of false positives (b).
This assay showed a 95.5% sensitivity, 97.9% specificity, 2.1% false positive rate and 4.5% false negative rate towards detection of MTBC, and a 93.0% sensitivity, 99.8% specificity, 0.2% false positive rate and 7.0% false negative rate for detection of MTB.
In comparison, the best unweighted threshold rule provides only 60% true positive rate at the same false positive rate.
The experimental results shows that propose approach achieve average false positive rate 0.00024 and the average false negative rate 0.0012.
The average false positive rate for Indica rice was 3.85%, and the average false negative rate was 5.44%.
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