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Receiving Operating Characteristic

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lightbulbAbout this topic
The Receiving Operating Characteristic (ROC) is a graphical plot that illustrates the diagnostic ability of a binary classifier system as its discrimination threshold is varied. It displays the trade-off between sensitivity (true positive rate) and specificity (false positive rate), providing a comprehensive assessment of the classifier's performance across different threshold settings.
lightbulbAbout this topic
The Receiving Operating Characteristic (ROC) is a graphical plot that illustrates the diagnostic ability of a binary classifier system as its discrimination threshold is varied. It displays the trade-off between sensitivity (true positive rate) and specificity (false positive rate), providing a comprehensive assessment of the classifier's performance across different threshold settings.

Key research themes

1. How can receiver operating characteristic (ROC) curves be effectively drawn and interpreted for diagnostic accuracy in medical research?

This research theme focuses on the methodological development and practical guidelines for plotting and interpreting ROC curves in medical studies to evaluate diagnostic tests and predictive models. It is pivotal due to the widespread use of ROC analysis in assessing the discrimination ability of diagnostic tools as well as the need for standardized, clear, and reproducible graphical representation that conveys both accuracy and uncertainty.

Key finding: This study empirically evaluated ROC curves for two CBCT devices and periapical radiography in detecting ground-truth simulated apical lesions of varying diameters. The ROC analysis showed excellent diagnostic accuracy for... Read more
Key finding: Using ROC curve analysis, this clinical retrospective study demonstrated that CBCT imaging identified a significantly higher prevalence of periapical lesions than conventional digital radiographs among endodontically treated... Read more

2. What are the psychometric and administrative considerations in applying receiver operating characteristic (ROC) analyses to sequential testing in clinical licensure examinations?

This theme investigates the use of ROC analysis in evaluating screening tests and sequential examination formats, such as sequenced OSCEs, in high-stakes medical licensure assessments. It addresses the balance between cost-effectiveness, predictive validity, and operational logistics, using ROC to define optimal cutoffs and pass-fail accuracies in staged testing contexts.

Key finding: The paper applied ROC curve methods to assess the predictive accuracy of a 10-station screening OSCE panel constituting one-third of the total test length. ROC-based cutoff scores slightly above the full test passing standard... Read more

3. How can sequential probability ratio tests (SPRT) utilize ROC and likelihood ratio concepts to efficiently detect changes in queueing system parameters?

This theme covers the application of SPRT frameworks to queueing theory, where ROC and likelihood ratio techniques provide statistical procedures for rapid and efficient detection of changes in traffic intensity parameters. By embedding sequential hypothesis testing within stochastic models with Markovian properties, these methods optimize sample sizes and decision thresholds to maintain controlled error probabilities in operational systems monitoring.

Key finding: This work develops SPRT procedures grounded in likelihood ratio statistics and ROC operating characteristic functions specific to hypoexponential and Coxian queueing models. Through deriving probability density functions and... Read more
Key finding: The paper adapts SPRT and introduces random SPRT (RSPRT) frameworks for hypothesis testing on normal distributions where mean and variance equal an unknown parameter, employing likelihood ratio and ROC theory. It discusses... Read more

All papers in Receiving Operating Characteristic

This article reports on the development of a revised version of the Obsessive-Compulsive Inventory (OCI; E. B. Foa, M. J. Kozak, P. Salkovskis, M. E. Coles, & N. Amir, 1998), a psychometrically sound, theoretically driven, self-report... more
Background: The aim of this study was to compare the validity of the Hospital Anxiety and Depression Scale (HADS), the WHO (five) Well Being Index (WBI-5), the Patient Health Questionnaire (PHQ), and physicians' recognition of depressive... more
This paper introduces an air cargo supply chain operations reference (ACSCOR) model to examine the integrated impact of airport operating strategies and industrial forces on airport performances, and quantifies the economic benefits of... more
Receiver operating characteristic (ROC) analysis is being used increasingly to examine the memory processes underlying recognition memory. The authors discuss the methodological issues involved in conducting and analyzing ROC results,... more
Stand-alone power system PEM Electrolyzer PEM fuel cell Lead-acid accumulator Hydrogen production Power management strategy a b s t r a c t A stand-alone power system based on a photovoltaic array and wind generators that stores the... more
by Peter Crossley and 
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Power system protection relays have changed significantly during the last ten years. Processor based designs are now highly reliable integrated protection, control and monitoring systems that significantly outperform the suite of relays... more
Background and Purpose—The purpose of this study was to examine the performance of the Patient Health Questionnaire (PHQ)-9, a 9-item depression scale, as a screening and diagnostic instrument for assessing depression in stroke survivors.... more
Several state-of-the-art binary classification techniques are experimentally evaluated in the context of expert automobile insurance claim fraud detection. The predictive power of logistic regression, C4.5 decision tree, k-nearest... more
Background: The double-blind, placebo-controlled food challenge (DBPCFC) is the “gold standard” for diagnosis of food hypersensitivity. Skin prick tests and RASTs are sensitive indicators of food-specific IgE antibodies but poor... more
The unique properties of gold nanoparticles to provide a suitable microenvironment for biomolecules immobilization retaining their biological activity, and to facilitate electron transfer between the immobilized proteins and electrode... more
Product design and service delivery both affect service performance, and therefore a product support strategy must be defined during design stage, in terms of these two dimensions, to ensure the delivery of "promised product performance"... more
The study of power system of relays requires some previous experience in this field. Laboratories focusing on teaching and researching the area of power-system protection have therefore been amply reported. However, these facilities... more
Mintken PE, Cleland JA, Whitman JM, George SZ. Psychometric properties of the Fear-Avoidance Beliefs Questionnaire and Tampa Scale of Kinesiophobia in patients with shoulder pain. Arch Phys Med Rehabil 2010;91: 1128-36.
In this article a statistical multivariate method, i.e., rare events logistic regression, is evaluated for the creation of a landslide susceptibility map in a 200 km 2 study area of the Flemish Ardennes (Belgium). The methodology is based... more
This paper describes a systematic procedure for recognizing corrugated asbestos-cement roofing sheets and evaluating their deterioration status related to the asbestos fiber air dispersion that can cause lung cancer. To develop this... more
AbstractÐThe present study is to investigate the treatment of surfactant wastewater by the Fenton process. The surfactants considered here were anionic alkylbenzene sulfonate (ABS) and linear alkylbenzene sulfonate (LAS), both being... more
Agile Enterprise and Agile Software Development are concepts with some considerable exposure in the language. Agility in the enterprise context usually refers to a system operational characteristic, while agility in the software context... more
This study presents test results of a Stirling engine with a lever controlled displacer driving mechanism. Tests were conducted with helium and the working fluid was charged into the engine block. The engine was loaded by means of a prony... more
This paper reflects on port development in Uruguay in an environment of trilateral interport competition. The regional characteristics of port development in terms of their geographical, functional and operational characteristics are... more
1993; Shrum, McCarty, and Lowrey, 1995). As these perceptions have increased, the green movement has received a great price reactions, to corporate announcements of green marketing activities. Two procedures for measuring stock price... more
El NTproBNP ayuda a identificar a los pacientes con insuficiencia cardíaca. Su utilidad podría ser máxima en pacientes con disnea severa de origen incierto; sin embargo, esta población no ha sido específicamente evaluada.
Objectives. To enhance the specificity of prostate cancer (PCa) detection and reduce unnecessary biopsies in men with prostate-specific antigen (PSA) levels of 2.5 to 4.0 ng/mL, we prospectively evaluated various PSA-based diagnostic... more
Abbreviations used in this paper: ASCA, anti-Saccharomyces cerevisiae antibody; BI, binding index; EU, ELISA unit; HRP, horseradish peroxidase; pANCA, perinuclear antineutrophil cytoplasmic antibody; ROC curve, receiver operating... more
In this paper we develop an approximate model of an inventory control system in which there exist two options for resupply, with one having a shorter lead time. Because the optimal policy appears to be extremely complex, we consider a... more
This study examines the effect of the state of the international reinsurance market on the demand for reinsurance by U.S. insurers using data from the years 1993 through 2000. Both the overall demand for reinsurance and the utilization of... more
Objectives. To assess the utility of prostate-specific antigen (PSA) as a predictor of prostate volume by characterizing the relationship between prostate volume and serum PSA in men with symptomatic benign prostatic hyperplasia (BPH) and... more
Frequent idiopathic premature ventricular complexes (PVCs) can result in a reversible form of left ventricular dysfunction. The factors resulting in impaired left ventricular function are unclear. Whether a critical burden of PVCs can... more
Emission factors of CO 2 , SO 2 and NO x emitted from Iran's thermal power plants are fully covered in this paper. To start with, emission factors of flue gases were calculated for fifty thermal power plants with the total installed... more
Government's engagement with tourism and in the development of the sector is widely accepted but academic debate about the form and level of such involvement is limited. This is particularly the case when specific facets of state... more
Objective: Despite high rates of co-occurring substance use disorder in people with severe mental illness, substance use disorder is often undetected in acute-care psychiatric settings. Because underdetection is related to the failure of... more
Bu çalışma sırasında motor verilerinde yardımcı olan ELSAN ELEKTRİK SAN. ve TİC. A.Ş. (Ankara) Elektrik Motoru Fabrikasına teşekkür ederiz.
Recent medical advances and the easy availability of evidence-based information at the point of care are believed to provide physicians with improved tools for risk communication. However, evidence indicates that physicians still display... more
A flexible and powerful dynamic simulation approach to grinding circuit simulation has recently been developed in CSIRO Minerals. The MATLAB/SIMULINK graphical programming environment has been used to construct a library of dynamic... more
Rifled evaporating tubes are applied in the steam boilers with the aim to increase the steam-water mixture turbulization and to prevent the burnout of tubes walls. The rifled evaporating tubes and the working fluid forced circulation are... more
Analytic models are developed for optimizing bus services with time dependence and elasticity in their demand characteristics. Some supply parameters, i.e. vehicle operating costs and speeds are also allowed to vary over time. The... more
Background: Normal metabolism generates several volatile organic compounds (VOCs) that are excreted in the breath (e.g. alkanes). In patients with lung cancer, induction of high-risk cytochrome p450 genotypes may accelerate catabolism of... more
Variable speed drives are growing and varying. Drives expanse depend on progress in different part of science like power system, microelectronic, control methods, and so on. Artificial intelligent contains hard computation and soft... more
The advantages of a navigation system that can monitor its own integrity are obvious. Integrity monitoring requires that the navigation system detect faulty measurement sources before they corrupt the outputs. This paper describes a... more
Inventory constraints, costs of lost production, safety and environmental objectives, strategies of maintenance adopted, logistics aspects of spare parts are some of the criteria taken into account, and spare parts classification is thus... more
Behavioral scientists are interested in answering three basic questions when examining the relationships between variables . First, is an observed result real or should it be attributed to chance (i.e., statistical significance)? Second,... more
The Nottingham health profile has been portrayed as a multipurpose measure of health status, capable of being used in population surveys and in evaluation of medical interventions. This paper examines basic operating characteristics of... more
PEM water electrolyzer Water electrolysis Pure hydrogen a b s t r a c t This paper presents the development of key components, specifications, configuration and operation characteristics of an 80 l/h Proton Exchange Membrane (PEM) water... more
The development of shielding gases for welding applications has been of increasing interest for two main reasons: to improve the productivity and the operating characteristics of the process and to reduce the healthy and safety problems... more
Background: For children younger than 12 years old with asthma, there are several quality-of-life instruments, clinical diaries, and questionnaires assessing symptoms; however, a validated tool for assessing asthma control is currently... more
This paper presents a summary of the most important characteristics of wind turbine generators applied in modern wind power plants. Various wind turbine generator designs, based on classification by machine type and speed control... more
Researchers and clinicians have been investigating and implementing various methods of early diagnosis for sepsis before documentation of infection. The aim of this study was to outline the efficiency of procalcitonin (PCT), C-reactive... more
Background: Postoperative determination of tunnel position after anterior cruciate ligament (ACL) reconstruction can be challenging.
This paper specifically addresses the thermal characteristics of the miniature Loop Heat Pipe (mLHP) with the flat disk shaped evaporator, 10 mm thick and 30 mm in diameter, for the thermal control of the compact electronic equipments.... more
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