Reflection on modern methods: Revisiting the area under the ROC Curve

ACJW Janssens, FK Martens - International journal of …, 2020 - academic.oup.com
The area under the receiver operating characteristic (ROC) curve (AUC) is commonly used
for assessing the discriminative ability of prediction models even though the measure is …

From fear to hopelessness: the buffering effect of patient-centered communication in a sample of oncological patients during COVID-19

AA Rossi, M Marconi, F Taccini, C Verusio… - Behavioral …, 2021 - mdpi.com
Background: COVID-19 represents a threat both for the physical and psychological health of
oncological patients experiencing heightened distress levels to which the fear of the virus is …

Diagnostic utility of quantitative analysis of microRNA in bile samples obtained during endoscopic retrograde cholangiopancreatography for malignant biliary strictures

N Kuniyoshi, H Imazu, R Masuzaki, M Yamazaki… - PLoS …, 2023 - journals.plos.org
Background The sensitivity of bile cytology for malignant biliary strictures is not adequate. To
overcome this limitation, we evaluated whether quantitative analysis of microRNAs …

Inference on the overlap coefficient: the binormal approach and alternatives

AM Franco-Pereira, CT Nakas… - … methods in medical …, 2021 - journals.sagepub.com
The overlap coefficient (OVL) measures the similarity between two distributions through the
overlapping area of their distribution functions. Given its intuitive description and ease of …

The length of the receiver operating characteristic curve and the two cutoff Youden index within a robust framework for discovery, evaluation, and cutoff estimation in …

LE Bantis, JV Tsimikas, GR Chambers… - Statistics in …, 2021 - Wiley Online Library
During the early stage of biomarker discovery, high throughput technologies allow for
simultaneous input of thousands of biomarkers that attempt to discriminate between healthy …

Diagnostic test accuracy of new generation tympanic thermometry in children under different cutoffs: a systematic review and meta-analysis

D Shi, LY Zhang, HX Li - BMC pediatrics, 2020 - Springer
Background The infrared tympanic thermometer (IRTT) is a popular method for temperature
screening in children, but it has been debated for the low accuracy and reproducibility …

Joint inference about the AUC and Youden index for paired biomarkers

J Yin, H Samawi, L Tian - Statistics in Medicine, 2022 - Wiley Online Library
It is common to compare biomarkers' diagnostic or prognostic performance using some
summary ROC measures such as the area under the ROC curve (AUC) or the Youden …

About the use of the overlap coefficient in the binary classification context

P Martínez-Camblor - Communications in Statistics-Theory and …, 2023 - Taylor & Francis
The overlap coefficient (OVL) measures the common area between two or more density
functions. It has been used for measuring the similarity between distributions in different …

Integrating circulating immunological and sputum biomarkers for the early detection of lung cancer

J Su, Q Leng, Y Lin, J Ma, F Jiang, CJ Lee… - Biomarkers in …, 2018 - journals.sagepub.com
We have demonstrated that assessments of microRNA (miRNA) expressions in circulating
peripheral blood mononucleated cell (PBMC) and sputum specimens, respectively, may …

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 …