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Receiving Operating Characteristic

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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

A longline experiment consisting of 45 paired sets (90 sets total) was carried out to evaluate a technique which maintains target catch rates while reducing non-target catch rates. Control sets were compared to experimental sets which... 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 paper describes an integrated set of models for the estimation of the capacity of an airfield and the associated delays. The aim is to develop a decision support tool suitable for airport planning at the strategic level. Thus, the... more
Technology advancement, terminal user behavior and changes of service characteristics of terminal facilities all have great impact on airport terminal operations. Consequently, the adequacy of traditional airport terminal planning... more
Past suicidal behaviors including ideation and attempts have been identified as significant risk factors for subsequent suicidal behavior. However, inadequate attention has been given to the development or validation of measures of past... 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
To evaluate the correlations of the fluorescein clearance test (FCT) and the Schirmer 1 test with the severity of corneal epithelial and eyelid disease in normal patients and patients with tear film disorders due to meibomian gland... more
Background and Purpose-The CAMCOG is a feasible cognitive screening instrument for dementia in patients with a recent stroke. A major disadvantage of the CAMCOG, however, is its lengthy and relatively complex administration for screening... more
Receiver Operating Characteristic (ROC) curves provide a powerful tool for visualiTr ing and comparing classification results. Regression Error Characteristic (REC) curves generalize ROC curves to regression. REC curves plot the error... more
High-power low-frequency ultrasound in the range 20-60 kHz has wide ranging clinical applications in surgical and medical instruments for biological tissue cutting, ablation or fragmentation, and removal. Despite widespread clinical... more
Infectious salmon anaemia (ISA) is an economically important disease in New Brunswick, Canada. Current regulatory control involves detection of ISAv in broodstock, hatcheries and marine sites through a surveillance program. Prior to... more
Variations in load and temperature can cause a thermoelectric generator (TEG) to operate at a voltage that does not produce the maximum possible power for a given temperature difference. Therefore a maximum power point tracker (MPPT) is... more
Since the early 90's a number of papers on "robust" digital watermarking systems have been presented but none of them uses the same robustness criteria. This is not practical at all for comparison and slows down progress in this area. To... more
patients at risk of coronary artery disease predictors of one-year all-cause mortality after major noncardiac surgery in Heart rate variability and cardiac troponin I are incremental and independent This information is current as of
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
by Paul Feigin and 
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We sought to assess the added diagnostic value of peripheral artery tonometric (PAT) measurements, based on finger pulsatile arterial volume changes, to standard 12-lead stress electrocardiography (ECG), for detecting exercise-induced... 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
Fish collected from the receiving areas of 12 Canadian pulp mills were examined, including sites receiving effluent from kraft mills using chlorine as well as sulfite mills. Field collections included sampling of receiving water for... more
A urinary copper (Cu) >25 micromol/24 h following penicillamine had a reported... more
This paper is aimed to investigate the operating characteristics of a static synchronous compensator (STATCOM) integrated with superconducting magnetic energy storage (SMES) for high power applications in the transmission network level.... more
Modern approaches to signal discrimination typically depend on digitizing an analog signal, and analyzing it with digital techniques, often in the frequency domain. This approach is untenable in severely power-limited applications such as... more
The analysis and the operating characteristics of a nitrogen pumped dye laser using four prisms as a beam expander are reported. Three configurations with different expansion values M v and incidence angles on the grating 00,... more
This experimental research aimed at evaluating the accuracy of enamel demineralization detection using conventional, digital, and digitized radiographs, as well as to compare radiographs and logarithmically contrast-enhanced subtraction... more
Introduction: The aim of this study was to determine the diagnostic accuracy of 2 cone-beam computed tomography (CBCT) machines and periapical (PA) radiography in detecting simulated apical lesions created with the smallest dental burs... more
Over the past 15 years, numerous pressure oxidation plants for pretreatment of gold ores and concentrates have been installed throughout the world. While this technology is now established, it suffers in terms of the complex engineering... more
One of the most used components in the RF transmission devices mounted on satellite antennas are the ISP modules. They are designed by exploiting hybrid materials technology to improve their operative characteristics. In particular they... more
This manuscript has been reproduced from the m icrofilm master. UMI films the text directly firom the original or copy submitted. Thus, some thesis and dissertation copies are in typewriter face, while others may be from any type of... more
and two anonymous referees for their thoughtful comments. Markus Leippold acknowledges the financial support of the Swiss National Science Foundation (NCCR FINRISK).
Traffic operational characteristics at all-way-stop-controlled intersections were investigated by using AWSIM, a microscopic simulation model. The effects of vehicle arrival distribution and traffic volume split on intersection operations... 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
This study utilizes an arti®cial neural network (ANN) approach to predict the performance of equity mutual funds that follow value, blend and growth investment styles. Using a multi-layer perceptron model and GRG2 nonlinear optimizer,... more
In this paper new analytical travel time models for the computation of cycle times for unit-load double-deep automated storage and retrieval systems (in continuation double-deep AS/RS) are presented. The proposed models consider the real... more
To validate Pediatric Risk of Mortality (PRISM) and Pediatric Index of Mortality (PIM) score. All consecutive patients over a six month period were included in the study except patients with a PICU stay of less than 2 hours, those... more
The paper presents a study related to operational analyses of the apron road system of the São Paulo International Airport, in Guarulhos. The results of the study were considered in the updating process of the Airport Master Plan. The... more
12 pts). Group 2: FFRti.75 (44 pts). Results: In pts with reduced FFR (group 1) LAminr4.0 mm2 was obtained in 3 pts (25%). Moreover, LAminc4.0 mm'was present in 16 pts (38%) despite of FFRa0.75 (group 2). The comparison of QCA, FFR and... more
Super cut-off method as a well-known technique to reduce leakage power is investigated for its operational characteristics in the sub 100 nm technology nodes. Specially, the effect of the gate leakage in power consumption is considered... more
Objective: To compare the validity of detecting panic disorder using the Hospital Anxiety and Depression Scale (HADS), the Patient Health Questionnaire (PHQ), a screening question, and physicians' diagnosis, and to test whether modified... more
Gait analysis studies typically utilize continuous curves of data measured over the gait cycle, or a portion of the gait cycle. Statistical methods which are appropriate for use in studies involving a single point of data are not adequate... more
There is debate over the mechanisms that govern the orienting of attention. Some argue that the enhanced performance observed at a cued location is the result of increased perceptual sensitivity or preferential access to decision-making... more
We assessed the accuracy of voxel-based morphometry (VBM) using a three-dimensional T1-weighted MRI in discriminating Alzheimer's disease (AD) in the very early stage of amnestic type of mild cognitive impairment and age-matched healthy... more
Researchers have primarily focused on how IPO offering characteristics are related to the level of underpricing; however, the full array of prospectus information has not been related to long-term performance and subsequent outcomes.... more
This paper presents analytical travel time models for the computation of travel time for automated warehouses with the aisle transferring S/R machine (in continuation multi-aisle AS/RS). These models consider the operating characteristics... more
A 100 kW fixed bed downdraft gasification reactor has been developed in a joint bilateral project between a Greek and a Romanian research team. The main purpose was to establish the main operational characteristics of the lab-scale unit... 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
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
Rengachary J, d'Avossa G, Sapir A, Shulman GL, Corbetta M. Is the Posner Reaction Time Test more accurate than clinical tests in detecting left neglect in acute and chronic stroke? Arch Phys Med Rehabil 2009;90:2081-8. Objective: To... more
I am greatly indebted to the Swaziland Electricity Board for giving me both the support and the resources that made this project possible. I would also like to thank my course supervisor, Professor CT. Gaunt, for his untiring support and... more
In this work we present a liquid metal ion source (LMIS) geometry we have developed specifically for evaluating the potential of focused ion beams in nano-fabrication. The ion-emitter we present and detail hereafter was designed to use... more
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