Bayesian nonparametric inference for the overlap coefficient: With an application to disease diagnosis

V Inácio, JE Garrido Guillén - Statistics in Medicine, 2022 - Wiley Online Library
Diagnostic tests play an important role in medical research and clinical practice. The
ultimate goal of a diagnostic test is to distinguish between diseased and nondiseased …

A new flexible direct ROC regression model: Application to the detection of cardiovascular risk factors by anthropometric measures

MX Rodríguez-Álvarez, J Roca-Pardiñas… - … Statistics & Data …, 2011 - Elsevier
The receiver operating characteristic (ROC) curve is the most widely used measure for
evaluating the accuracy of diagnostic tests in terms of differentiating between two conditions …

[HTML][HTML] Estimating receiver operating characteristic curves with covariates when there is no perfect reference test for diagnosis of Johne's disease

C Wang, BW Turnbull, YT Gröhn, SS Nielsen - Journal of dairy science, 2006 - Elsevier
Paratuberculosis (Johne's disease) is a significant animal health problem. Evaluation of
diagnostic tests for Johne's disease has been difficult due to lack of a gold standard test. In …

ROCnReg: An R package for receiver operating characteristic curve inference with and without covariate information

MX Rodríguez-Álvarez, V Inácio - arXiv preprint arXiv:2003.13111, 2020 - arxiv.org
The receiver operating characteristic (ROC) curve is the most popular tool used to evaluate
the discriminatory capability of diagnostic tests/biomarkers measured on a continuous scale …

ROC analysis for markers with mass at zero

EF Schisterman, B Reiser, D Faraggi - Statistics in medicine, 2006 - Wiley Online Library
The receiver operating characteristic (ROC) curve and in particular the area under the curve
(AUC) is commonly used to examine the discriminatory ability of diagnostic markers. Certain …

Ultrasound perfusion imaging: determination of thresholds for the identification of critically disturbed perfusion in acute ischemic stroke—a pilot study

K Meyer-Wiethe, H Cangür, A Schindler, C Koch… - Ultrasound in medicine …, 2007 - Elsevier
Ultrasound harmonic imaging of perfusion after ultrasound contrast agent (UCA) bolus
injection (BHI) can detect cerebral perfusion deficits. In a pilot study, we evaluated the ability …

Ability of the Analgesia Nociception Index variations to identify a response to a volume expansion of 250 mL of crystalloids in the operating room (REVANI): a …

H de Courson, G Chadefaux, B Abel, D Georges… - BMC …, 2023 - Springer
Abstract Background Analgesia Nociception Index (ANI) is a device based on analysis of the
RR interval and respiratory sinus arrhythmia to assess the balance between sympathetic …

Extending induced ROC methodology to the functional context

V Inácio, W González-Manteiga, M Febrero-Bande… - …, 2012 - academic.oup.com
The receiver operating characteristic (ROC) curve is the most widely used measure for
evaluating the discriminatory performance of a continuous marker. Often, covariate …

Non-invasive assessment of oxygenation status using the oxygen reserve index in dogs

F Zanusso, GM De Benedictis, P Zemko… - BMC Veterinary …, 2023 - Springer
Background The oxygen reserve index (ORi) is a real-time, continuous index measured with
multi-wavelength pulse CO-oximetry technology. It estimates mild hyperoxemia in humans …

Nonparametric covariate adjustment for receiver operating characteristic curves

F Yao, RV Craiu, B Reiser - Canadian Journal of Statistics, 2010 - Wiley Online Library
The accuracy of a diagnostic test is typically characterized using the receiver operating
characteristic (ROC) curve. Summarizing indexes such as the area under the ROC curve …