Estimation of smooth ROC curves for biomarkers with limits of detection.
Sign Up to like & getrecommendations! Published in 2017 at "Statistics in medicine"
DOI: 10.1002/sim.7394
Abstract: Protein biomarkers found in plasma are commonly used for cancer screening and early detection. Measurements obtained by such markers are often based on different assays that may not support detection of accurate measurements due to… read more here.
Keywords: roc curve; detection; roc; smooth roc ... See more keywords
Smooth ROC curve estimation via Bernstein polynomials
Sign Up to like & getrecommendations! Published in 2021 at "PLoS ONE"
DOI: 10.1371/journal.pone.0251959
Abstract: The receiver operating characteristic (ROC) curve is commonly used to evaluate the accuracy of a diagnostic test for classifying observations into two groups. We propose two novel tuning parameters for estimating the ROC curve via… read more here.
Keywords: roc curve; curve estimation; roc; smooth roc ... See more keywords