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Approach to prediction and receiver operating characteristic analysis of a regression model for assessing the severity of the course Lyme borreliosis in children [PDF]

open access: yesRheumatology, 2023
Introduction Lyme borreliosis (LB) is a multisystemic zoonotic disease transmitted by the bite of infected tick vectors. The aim of the study is to develop a mathematical model for predicting the risk of severity of Lyme disease by the risk factor of ...
Svetlana oleksiivna Nykytyuk   +4 more
doaj   +2 more sources

Receiver Operating Characteristic (ROC) Analysis

open access: yesFrontline Learning Research, 2017
Visual expertise covers a broad range of types of studies and methodologies. Many studies incorporate some measure(s) of observer performance or how well participants perform on a given task.
Elizabeth Anne Krupinski
doaj   +4 more sources

Identification of an optimal prolactin threshold to determine prolactinoma size using receiver operating characteristic analysis [PDF]

open access: yesScientific Reports, 2021
Prolactinomas represent the most common type of secretory pituitary neoplasms, with a therapeutic management that varies considerably based on tumour size and degree of hyperprolactinemia.
Bianca M. Leca   +7 more
doaj   +2 more sources

Accommodating Covariates in Receiver Operating Characteristic Analysis [PDF]

open access: yesThe Stata Journal, 2009
Classification accuracy is the ability of a marker or diagnostic test to discriminate between two groups of individuals, cases and controls, and is commonly summarized by using the receiver operating characteristic (roc) curve. In studies of classification accuracy, there are often covariates that should be incorporated into the ROC analysis.
Margaret S Pepe, Gary Longton
exaly   +3 more sources

Comparing adiposity-related predictors of cardiometabolic disease in two Indigenous Guatemalan municipalities: a cross-sectional receiver operating characteristic analysis [PDF]

open access: yesBMJ Open
Objectives (1) To compare the ability of body mass index (BMI), waist-to-height ratio and visceral fat, as measured by bioelectrical impedance analysis (BIA), to predict hypertension and diabetes in men and women and (2) to determine whether the ...
Peter Rohloff, Stephen Alajajian
doaj   +2 more sources

Receiver operating characteristic curve analysis in diagnostic accuracy studies: A guide to interpreting the area under the curve value

open access: yesTurkish Journal of Emergency Medicine, 2023
This review article provides a concise guide to interpreting receiver operating characteristic (ROC) curves and area under the curve (AUC) values in diagnostic accuracy studies.
Şeref Kerem Çorbacıoğlu   +1 more
doaj   +1 more source

Receiver Operating Characteristic Curve Analysis-Based Evaluation of GCMs Concerning Atmospheric Teleconnections

open access: yesAtmosphere, 2021
The evaluation of general circulation models (GCM) is a fundamental step in climate research in terms of both quality assurance/quality control and realistic representation of the dynamics of the atmospheric flows in the future projections. In this paper,
Erzsébet Kristóf   +4 more
doaj   +1 more source

Selective Microbial Biomarkers in Type-2 Diabetes with Principal Component Analysis and Receiver-operating Characteristic Curves [PDF]

open access: yesInternational Journal of Scientific Research in Dental and Medical Sciences, 2021
Background and aim: Gut microbiota dysbiosis has been associated with metabolic disorders, such as obesity and Type-2diabetes Mellitus. This study evaluated the sensitivity, specificity, and diagnostic accuracy of selective biological markers in T2 ...
Ifeanyi Onyema Oshim   +3 more
doaj   +1 more source

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