ROC Curves in Clinical Chemistry: Uses, Misuses, and Possible Solutions
NA Obuchowski, ML Lieber, FH Wians Jr - Clinical chemistry, 2004 - academic.oup.com
Background: ROC curves have become the standard for describing and comparing the
accuracy of diagnostic tests. Not surprisingly, ROC curves are used often by clinical chemists. …
accuracy of diagnostic tests. Not surprisingly, ROC curves are used often by clinical chemists. …
Receiver operating characteristic (ROC) curves: review of methods with applications in diagnostic medicine
NA Obuchowski, JA Bullen - Physics in Medicine & Biology, 2018 - iopscience.iop.org
… , or necrotic tissue (Obuchowski 2006); biochemical analysis of serum ferritin concentration
measured in µg l −1 (Obuchowski 2005)). This situation is further discussed in section 4.4. …
measured in µg l −1 (Obuchowski 2005)). This situation is further discussed in section 4.4. …
Quantitative imaging biomarkers alliance (QIBA) recommendations for improved precision of DWI and DCE‐MRI derived biomarkers in multicenter oncology trials
A Shukla‐Dave, NA Obuchowski… - Journal of Magnetic …, 2019 - Wiley Online Library
… Obuchowski and Bullen have performed a simulation study to determine the minimum
sample size needed in test–retest studies.44 They have determined that estimates of precision …
sample size needed in test–retest studies.44 They have determined that estimates of precision …
[BOOK][B] Statistical methods in diagnostic medicine
XH Zhou, NA Obuchowski, DK McClish - 2011 - books.google.com
Praise for the First Edition"... the book is a valuable addition to the literature in the field, serving
as a much-needed guide for both clinicians and advanced students."—Zentralblatt MATH …
as a much-needed guide for both clinicians and advanced students."—Zentralblatt MATH …
Receiver operating characteristic curves and their use in radiology
NA Obuchowski - Radiology, 2003 - pubs.rsna.org
Sensitivity and specificity are the basic measures of accuracy of a diagnostic test; however,
they depend on the cut point used to define “positive” and “negative” test results. As the cut …
they depend on the cut point used to define “positive” and “negative” test results. As the cut …
Metrology standards for quantitative imaging biomarkers
DC Sullivan, NA Obuchowski, LG Kessler, DL Raunig… - Radiology, 2015 - pubs.rsna.org
Although investigators in the imaging community have been active in developing and evaluating
quantitative imaging biomarkers (QIBs), the development and implementation of QIBs …
quantitative imaging biomarkers (QIBs), the development and implementation of QIBs …
Nonparametric analysis of clustered ROC curve data
NA Obuchowski - Biometrics, 1997 - JSTOR
Current methods for estimating the accuracy of diagnostic tests require independence of the
test results in the sample. However, cases in which there are multiple test results from the …
test results in the sample. However, cases in which there are multiple test results from the …
ROC analysis
NA Obuchowski - American Journal of Roentgenology, 2005 - Am Roentgen Ray Soc
The series, which will ultimately comprise 22 articles, is designed to progressively educate
radiologists in the methodologies of rigorous clinical research, from the most basic principles …
radiologists in the methodologies of rigorous clinical research, from the most basic principles …
Acute Low Back Pain and Radiculopathy: MR Imaging Findings and Their Prognostic Role and Effect on Outcome1
MT Modic, NA Obuchowski, JS Ross… - Radiology, 2005 - pubs.rsna.org
PURPOSE: To prospectively determine in patients with acute low back pain (LBP) or
radiculopathy, the magnetic resonance (MR) imaging findings, prognostic role of these findings, …
radiculopathy, the magnetic resonance (MR) imaging findings, prognostic role of these findings, …
Sample size determination for diagnostic accuracy studies involving binormal ROC curve indices
NA Obuchowski, DK McCLISH - Statistics in medicine, 1997 - Wiley Online Library
… Obuchowski, NA ‘Multireader, multimodality receiver operating characteristic curve studies:
hypothesis testing and sample size estimation using an analysis of variance approach with …
hypothesis testing and sample size estimation using an analysis of variance approach with …