ROC-ing along: Evaluation and interpretation of receiver operating characteristic curves

JV Carter, J Pan, SN Rai, S Galandiuk - Surgery, 2016 - Elsevier
Background It is vital for clinicians to understand and interpret correctly medical statistics as
used in clinical studies. In this review, we address current issues and focus on delivering a …

Systematic reviews of diagnostic test accuracy

MMG Leeflang, JJ Deeks, C Gatsonis… - Annals of internal …, 2008 - acpjournals.org
More and more systematic reviews of diagnostic test accuracy studies are being published,
but they can be methodologically challenging. In this paper, the authors present some of the …

[HTML][HTML] The Matthews correlation coefficient (MCC) is more reliable than balanced accuracy, bookmaker informedness, and markedness in two-class confusion matrix …

D Chicco, N Tötsch, G Jurman - BioData mining, 2021 - Springer
Evaluating binary classifications is a pivotal task in statistics and machine learning, because
it can influence decisions in multiple areas, including for example prognosis or therapies of …

[HTML][HTML] Creating and detecting fake reviews of online products

J Salminen, C Kandpal, AM Kamel, S Jung… - Journal of Retailing and …, 2022 - Elsevier
Customers increasingly rely on reviews for product information. However, the usefulness of
online reviews is impeded by fake reviews that give an untruthful picture of product quality …

Clinically significant fear and anxiety of COVID-19: A psychometric examination of the Coronavirus Anxiety Scale

SA Lee, AA Mathis, MC Jobe, EA Pappalardo - Psychiatry research, 2020 - Elsevier
The present study examined the psychometric properties of the Coronavirus Anxiety Scale
(CAS) using an online survey of 398 adult Amazon MTurk workers in the US Confirmatory …

[PDF][PDF] 2016 American College of Rheumatology/European League Against Rheumatism classification criteria for primary Sjögren's syndrome: a consensus and data …

CH Shiboski, SC Shiboski, R Seror… - Arthritis & …, 2017 - Wiley Online Library
Objective To develop and validate an international set of classification criteria for primary
Sjögren's syndrome (SS) using guidelines from the American College of Rheumatology …

[PDF][PDF] Defining an optimal cut-point value in ROC analysis: an alternative approach

I Unal - Computational and mathematical methods in …, 2017 - downloads.hindawi.com
ROC curve analysis is often applied to measure the diagnostic accuracy of a biomarker. The
analysis results in two gains: diagnostic accuracy of the biomarker and the optimal cut-point …

[HTML][HTML] Mapping ticks and tick-borne pathogens in China

GP Zhao, YX Wang, ZW Fan, Y Ji, M Liu… - Nature …, 2021 - nature.com
Understanding ecological niches of major tick species and prevalent tick-borne pathogens is
crucial for efficient surveillance and control of tick-borne diseases. Here we provide an up-to …

What is an ROC curve?

ZH Hoo, J Candlish, D Teare - Emergency Medicine Journal, 2017 - emj.bmj.com
The paper by Body et al is concerned with the evaluation of decision aids, which can be
used to identify potential acute coronary syndromes (ACS) in the ED. The authors previously …

[HTML][HTML] Development of the short version of the spielberger state—trait anxiety inventory

AN Zsido, SA Teleki, K Csokasi, S Rozsa, SA Bandi - Psychiatry research, 2020 - Elsevier
Abstract The Spielberger State-Trait Anxiety Inventory (STAI) has been widely used to
measure the state and trait components of anxiety. We sought to develop a short, yet reliable …