ReviewCaspian journal of internal medicine2013
Receiver Operating Characteristic (ROC) Curve Analysis for Medical Diagnostic Test Evaluation.
Review in Caspian journal of internal medicine, 2013. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT07109206 (Cardio-circulatory and Respiratory Monitoring for Prediction of Outcome in Mechanically Ventilated Chronic Obstructive Pulmonary Disease Patients), which is not on this map. Cited by 1,150 papers, 5 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Cardio-circulatory and Respiratory Monitoring for Prediction of Outcome in Mechanically Ventilated Chronic Obstructive Pulmonary Disease Patients
Who cites it
1,150 citing papers in PubMed, 5 syntheses or guidelines pooled it.
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- A COSMIN-based systematic review of the measurement properties of cross-cultural versions of the orthorexia nervosa inventory.Frontiers in psychology · 2026Pooled it
- Meta-analysis of microarray data to identify potential signature genes and MiRNAs associated with the pathogenesis of asthma.Journal of translational medicine · 2025Pooled it
- Accuracy of real-time PCR assays for human papillomavirus using urine samples: a systematic review and meta-analysis.Journal of clinical microbiology · 2025Pooled it
- Infusion of young donor plasma components in older patients modifies the immune and inflammatory response to surgical tissue injury: a randomized clinical trial.Journal of translational medicine · 2025Trial
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- Integrated metabolomic and gut microbiota analyses reveal TCA cycle dysfunction in broiler skeletal disorders and the protective effect of L‑malic acid.Journal of animal science and biotechnology · 2026Article
- Increasing Diagnosis of Enamel Hypomineralisation in a Sample of More Than 70 000 Children in the City of Zurich: Repeated Cross-Sectional Prevalence Analyses and a Retrospective Longitudinal Cohort Analysis.International journal of paediatric dentistry · 2026Observational
- Transabdominal shear-wave elastography for the assessment of esophageal stiffness in systemic sclerosis: a retrospective case-control study.Clinical rheumatology · 2026Article
- Article
- Thresholds for minimum clinically important difference, minimal important change and patient acceptable symptom state for the ACL-RSI and the K-SES in patients after anterior cruciate ligament reconstruction.Knee surgery, sports traumatology, arthroscopy : official journal of the ESSKA · 2026Article
- Psychometric Validation of the New Misophonia Screening List-Child and Youth and AMISOS-Y (Dutch Child- and Parent-Report Versions) for Assessing Misophonia in Youth.Child psychiatry and human development · 2026Article
- Exploring Molecular Signature and Prognostic Biomarkers in Ovarian Cancer: Insights From Late-Stage, Recurrent, and Metastatic Tumors.Biotechnology and applied biochemistry · 2026Article
- Predicting off-track development in infants aged 0-6 months in low-resource settings using machine learning.Pediatric research · 2026Article
- Systemic inflammation indices generated from first-trimester blood tests can be potential biomarkers for predicting preeclampsia.Journal of human hypertension · 2026Article
- Optimal Cut-Offs for Digital Addiction Scales as Preliminary Screening Proxies for Psychological Distress Symptoms Among Vietnamese Medical Students: A Single-Centre ROC Curve Analysis.International journal of environmental research and public health · 2026Article
- Development and Validation of an Extended Adult Vaccine Hesitancy Scale in Greek-Speaking Populations.Vaccines · 2026Article
1,090 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
1 author.
Funding
No grant is acknowledged in the PubMed record.
Abstract
This review provides the basic principle and rational for ROC analysis of rating and continuous diagnostic test results versus a gold standard. Derived indexes of accuracy, in particular area under the curve (AUC) has a meaningful interpretation for disease classification from healthy subjects. The methods of estimate of AUC and its testing in single diagnostic test and also comparative studies, the advantage of ROC curve to determine the optimal cut off values and the issues of bias and confounding have been discussed.
Indexed as
Identifiers
24009950PMC3755824What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.