Receiver operating characteristic curves and their use in radiology.

No abstract is available for this paper.

• Publication year

  2003

• Venue

  Radiology

• Publication date

  2003-10-01

• Fields of study

  Medicine

• Identifiers
  DOI 10.1148/RADIOL.2291010898PMID 14519861
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar, PubMed

• No claims are published for this paper.

• No concepts are published for this paper.

• Diagnosis of gastric cancers: comparison of conventional radiography and digital radiography with a 4 million-pixel charge-coupled device.

  2000cited by this paper
• In pursuit of a piece of the ROC.

  1996cited by this paper
• A receiver operating characteristic partial area index for highly sensitive diagnostic tests.

  1996cited by this paper
• Advances in statistical methodology for the evaluation of diagnostic and laboratory tests.

  1994cited by this paper
• Receiver-operating characteristic (ROC) plots: a fundamental evaluation tool in clinical medicine.

  1993cited by this paper
• The Accuracy of Magnetic Resonance Imaging in Patients With Suspected Multiple Sclerosis

  1993cited by this paper
• The accuracy of magnetic resonance imaging in patients with suspected multiple sclerosis. The Rochester-Toronto Magnetic Resonance Imaging Study Group.

  1993cited by this paper
• Some practical issues of experimental design and data analysis in radiological ROC studies.

  1989cited by this paper
• Analyzing a Portion of the ROC Curve

  1989cited by this paper
• Receiver operating characteristic (ROC) methodology: the state of the art.

  1989cited by this paper
• Comparing the areas under two or more correlated receiver operating characteristic curves: a nonparametric approach.

  1988cited by this paper
• ROC Methodology in Radiologic Imaging

  1986cited by this paper
• The meaning and use of the area under a receiver operating characteristic (ROC) curve.

  1982cited by this paper
• Basic principles of ROC analysis.

  1978cited by this paper
• The area above the ordinal dominance graph and the area below the receiver operating characteristic graph

  1975cited by this paper
• Signal detectability and medical decision-making.

  1971cited by this paper
• Maximum likelihood estimation of parameters of signal detection theory—A direct solution

  1968cited by this paper

• Preoperative Prediction of Axillary Lymph Node Metastasis in Breast Cancer Using a Three-tier MRI Radiomics Model with Nested Cross-validation.

  2026cites this paper
• Validation of model predicting furcation involvement in newly crowned teeth-A 5-year retrospective follow-up.

  2026cites this paper
• Functional and structural outcomes in paediatric myelin oligodendrocyte glycoprotein antibody-associated disease (MOGAD): a prospective study.

  2026cites this paper
• Enhancing cancer prognostics with group penalty models: a comparative study on radiomics feature selection in lung adenocarcinomas and meningiomas

  2026cites this paper
• Seismic fragility analysis of horizontally curved bridge portfolios using a machine-learning-based partial dependence plot approach

  2025cites this paper
• Predictive performance of risk prediction models for lung cancer incidence in Western and Asian countries: a systematic review and meta-analysis

  2025cites this paper
• Estimation of receiver operating characteristic curve when case and control require different transformations for normality

  2025cites this paper
• Explainable prediction self-assessment model for potentially inappropriate prescribing risk in older adults

  2025cites this paper
• Assessing urbanisation impacts on aquatic ecosystems: an analysis based on biological indicators

  2025cites this paper
• Development and validation of a fall risk assessment scale for hospitalized cancer patients undergoing chemotherapy

  2025cites this paper
• Prospective Evaluation of Contrast-enhanced Mammography for Early Prediction of Pathologic Response after Neoadjuvant Therapy.

  2025cites this paper
• Probabilistic Classification in Business Cycles Identification Based on Generalized ROC

  2025cites this paper
• Effective phishing detection using machine learning

  2025cites this paper
• Machine learning assisted prediction of disperse dye exhaustion on polylactic acid fiber with interpretable model

  2025cites this paper
• Handgrip and inspiratory muscle strength as surrogates for intensive care unit-acquired weakness: A prospective cohort study in Taiwan.

  2025cites this paper
• Development of an Effective Deep Learning Model for COVID-19 Detection from CT Images

  2025cites this paper
• A CNN–transformer fusion network for predicting high‐grade patterns in stage IA invasive lung adenocarcinoma

  2025cites this paper
• Data-driven analysis of shallow landslide-to-stream connectivity

  2025cites this paper
• Pediatric Pulmonology

  2025cites this paper
• Identification and Validation of Hub Genes in Hidradenitis Suppurativa

  2025cites this paper
• LINC00894, YEATS2-AS1, and SUGP2 genes as novel biomarkers for N0 status of lung adenocarcinoma

  2025cites this paper
• Machine Learning-Based Prediction Models for Healthcare Outcomes in Patients Participating in Cardiac Rehabilitation: A Systematic Review.

  2025cites this paper
• Serological biomarker models composed of luteinizing hormone, kisspeptin, vitamin D and estradiol, and their clinical test value in girls

  2025cites this paper
• Incorporating organ deformation in biological modeling and patient outcome study for permanent prostate brachytherapy.

  2025cites this paper
• Role of Generative Artificial Intelligence in Assisting Systematic Review Process in Health Research: A Systematic Review.

  2025cites this paper
• Factors related to the amount of energy required for weight gain in patients with anorexia nervosa under strict behavioral control: a study in a Japanese medical prison

  2025cites this paper
• Predictive factors of external ventricular drain placement in ruptured brain arteriovenous malformations with intraventricular hemorrhage

  2025influential citation
• Evaluating the Performance of Non-invasive Tests for Colorectal Cancer: Statistical Considerations

  2025cites this paper
• Colour discrimination evaluation under multiple light sources using signal detection theory.

  2025cites this paper
• An introductory guide to statistics for the radiologist.

  2024cites this paper
• Discriminating Model Microcalcifications Immersed and Under Varying Depths of Wax Using Deep Low-Frequency Raman Spectroscopy

  2024influential citation
• Sample size calculation for data reliability and diagnostic performance: a go-to review

  2024cites this paper
• Correlation of UCH-L1 and GFAP in predicting severity of traumatic brain injury in an Asian population

  2024cites this paper
• Evaluating ten years of breast cancer screening with contrast enhanced mammography in women with Intermediate-high risk.

  2024cites this paper
• Analysis of Diagnostic Efficacy of the International Ovarian Tumor Analysis ADNEX Model and the ACR O-RADS US (Ovarian-Adnexal Reporting and Data System) for Benign and Malignant Ovarian Tumors: A Retrospective Study in a Tumor Center in Northeast China

  2024cites this paper
• Evaluation of the X-ray Shielding Ability of Lead Free Board Shielding in the CT Room

  2024cites this paper
• Plasma Kallistatin and Progranulin as Predictive Biomarkers of Intraamniotic Inflammation, Microbial Invasion of the Amniotic Cavity, and Composite Neonatal Morbidity/Mortality in Women With Preterm Premature Rupture of Membranes

  2024influential citation
• Deep Learning–Based Localization and Detection of Malpositioned Nasogastric Tubes on Portable Supine Chest X-Rays in Intensive Care and Emergency Medicine: A Multi-center Retrospective Study

  2024cites this paper
• DP-SSLoRA: A privacy-preserving medical classification model combining differential privacy with self-supervised low-rank adaptation

  2024cites this paper
• Prevalence and factors associated with unintended pregnancies in teenagers and young women in eight Sub-Saharan African countries: evidence from Performance Monitoring and Accountability cross-sectional surveys, (2017-2018)

  2024cites this paper
• Single Apheresis Session on the 4th Day of Granulocyte Colony-Stimulating Factor Administration Seems Convenient to Collect Enough Peripheral Blood Stem Cells from Healthy Donors

  2024cites this paper
• Predictive modelling on the effects of the critical parameters in grain storage systems: A case study in the Philippines

  2024cites this paper
• Hybridizing mechanistic modeling and deep learning for personalized survival prediction after immune checkpoint inhibitor immunotherapy

  2024cites this paper
• Plasma acute phase proteins as potential predictors of intra-amniotic inflammation and infection in preterm premature rupture of membranes.

  2024cites this paper
• Evaluation of computed tomography in the diagnosis of ultrasound-proven diaphragm dysfunction

  2024influential citation
• Hybridizing mechanistic mathematical modeling with deep learning methods to predict individual cancer patient survival after immune checkpoint inhibitor therapy

  2024cites this paper
• Machine-Learning based Prediction Models for Healthcare Outcomes in Patients Participating in Cardiac Rehabilitation: A Systematic Review

  2024cites this paper
• The traditional Chinese version of the Geriatric Anxiety Inventory: Psychometric properties and cutoff point for detecting anxiety.

  2024cites this paper
• Dual-energy CT late arterial phase iodine maps for the diagnosis of acute non-occlusive mesenteric ischemia

  2024cites this paper
• Evaluation of a Multi-Instant Multimodal Artificial Intelligence System Supporting Interpretive and Noninterpretive Functions.

  2024cites this paper
• Oncologic Applications of Artificial Intelligence and Deep Learning Methods in CT Spine Imaging—A Systematic Review

  2024influential citation
• Ranking Mineral Exploration Targets in Support of Commercial Decision Making: A Key Component for Inclusion in an Exploration Information System.

  2024cites this paper
• Noninvasive Assessment of Kidney Injury by Combining Structure and Function Using Artificial Intelligence-Based Manganese-Enhanced Magnetic Resonance Imaging.

  2024cites this paper
• Development and internal validation of the survival time risk score in patients treated for oesophageal cancer with palliative intent in South Africa.

  2023cites this paper
• Current state of radiomics in pediatric neuro-oncology practice: a systematic review

  2023cites this paper
• Validation of circulating microRNAs miR-142-3p and miR-598-3p in women with polycystic ovary syndrome as potential diagnostic markers.

  2023cites this paper
• Expression of inflammatory, angiogenic, and extracellular matrix‐related mediators in the cervicovaginal fluid of women with preterm premature rupture of membranes: Relationship with acute histological chorioamnionitis

  2023cites this paper
• Application of Drug Efficiency Index Metric for Analysis of Post-Traumatic Stress Disorder and Treatment Resistant Depression Gene Expression Profiles

  2023cites this paper
• Calibration of the PREdiction of DELIRium in ICu Patients (PRE-DELIRIC) Score in a Cohort of Critically Ill Patients

  2023cites this paper
• Alterations of the fecal and vaginal microbiomes in patients with systemic lupus erythematosus and their associations with immunological profiles

  2023cites this paper
• Weakly Supervised Breast Lesion Detection in Dynamic Contrast-Enhanced MRI

  2023cites this paper
• Comparison of Cirrus spectral domain OCT with disc–macula distance to disc diameter ratio in diagnosing congenital optic nerve hypoplasia

  2023cites this paper
• The importance of discriminative power rather than significance when evaluating potential clinical biomarkers in epilepsy research.

  2023cites this paper
• A Study on ML-Based Sleep Score Model Using Lifelog Data

  2023cites this paper
• Prediction Model for Future Success of Early Orthopedic Treatment of Class III Malocclusion

  2023cites this paper
• Using Agent Features to Influence User Trust, Decision Making and Task Outcome during Human-Agent Collaboration

  2023cites this paper
• Dynamic functional connectivity MEG features of Alzheimer’s disease

  2023cites this paper
• SMART choice (knee) tool: a patient‐focused predictive model to predict improvement in health‐related quality of life after total knee arthroplasty

  2023cites this paper
• Comparison of Automated Thresholding Algorithms in Optical Coherence Tomography Angiography Image Analysis

  2023cites this paper
• Enhancing EEG-based cross-day mental workload classification using periodic component of power spectrum

  2023influential citation
• Multivariable Quantitative US Parameters for Assessing Hepatic Steatosis.

  2023cites this paper
• Accuracy of smartphone camera urine photo colorimetry as indicators of dehydration

  2023cites this paper
• Cobalt Prospectivity Using a Conceptual Fuzzy Logic Overlay Method Enhanced with the Mineral Systems Approach

  2023cites this paper
• Fluoroquinolone‐associated adverse events of interest among hospitalized veterans affairs patients with community‐acquired pneumonia who were treated with a fluoroquinolone: A focus on tendonitis, Clostridioides difficile infection, and aortic aneurysm

  2023cites this paper
• The ophthalmic artery resistive index as a predictor of choriocapillaris ischemia in multivariate logistic models

  2023cites this paper
• Clinical Risk Scores to Predict Nonsusceptibility to Trimethoprim-Sulfamethoxazole, Fluoroquinolone, Nitrofurantoin, and Third-Generation Cephalosporin Among Adult Outpatient Episodes of Complicated Urinary Tract Infection

  2023cites this paper
• Inflammatory biomarkers in the cervicovaginal fluid to identify histologic chorioamnionitis and funisitis in women with preterm labor.

  2023cites this paper
• Lower Body Mass Index and Prognostic Nutritional Index Are Associated with Poor Posttransplant Outcomes in Lymphoma Patients Undergoing Autologous Stem Cell Transplantation

  2023cites this paper
• How to Determine If One Diagnostic Method, Such as an Artificial Intelligence Model, is Superior to Another: Beyond Performance Metrics

  2023cites this paper
• Simulation Evidence of Trust Calibration: Using POMDP with Signal Detection Theory to Adapt Agent Features for Optimised Task Outcome During Human-Agent Collaboration

  2023cites this paper
• Predicting Overall Survival with Deep Learning from 18F-FDG PET-CT Images in Patients with Hepatocellular Carcinoma before Liver Transplantation

  2023cites this paper
• Measuring severe obesity in pediatrics using body mass index-derived metrics from the Centers for Disease Control and Prevention and World Health Organization: a secondary analysis of CANadian Pediatric Weight management Registry (CANPWR) data

  2023cites this paper
• In-Hospital Fall Risk Prediction by Objective Measurement of Lower Extremity Function in a High-Risk Population.

  2023cites this paper
• The Prognostic Significance of Nomogram-Based Pretreatment Inflammatory Indicators in Patients With Esophageal Squamous Cell Carcinoma Receiving Intensity-Modulated Radiotherapy

  2023cites this paper
• Phylogenetic Analysis of Elaeagnus L. in China: A Basis for Genetic Improvement of a Berry Crop

  2022cites this paper
• The application of the WSES classification system for open pelvic fractures—validation and supplement from a nationwide data bank

  2022influential citation
• A New Artificial Intelligence-Based Method for Identifying Mycobacterium Tuberculosis in Ziehl–Neelsen Stain on Tissue

  2022cites this paper
• The relationship between processing speed and verbal and non-verbal new learning and memory in progressive multiple sclerosis

  2022cites this paper
• Upregulation of Centromere Proteins as Potential Biomarkers for Esophageal Squamous Cell Carcinoma Diagnosis and Prognosis

  2022cites this paper
• MRI Allows Accurate Measurement of Glenoid Bone Loss

  2022cites this paper
• Comparison of the O-RADS and ADNEX models regarding malignancy rate and validity in evaluating adnexal lesions

  2022cites this paper
• Heterogeneous Iron Oxide/Dysprosium Oxide Nanoparticles Target Liver for Precise Magnetic Resonance Imaging of Liver Fibrosis.

  2022cites this paper
• Validation of clinical photography and a laser fluorescence device for assessment of enamel demineralization during multi-bracketed fixed orthodontic treatment.

  2022cites this paper
• COVID-WideNet—A capsule network for COVID-19 detection

  2022cites this paper
• Feasibility study of a prototype muon tomography system based on a plastic scintillator and WLS fibers

  2022cites this paper
• Spatial heterogeneities in acute lower respiratory infections prevalence and determinants across Ethiopian administrative zones

  2022cites this paper
• An Artificial Intelligence-Enabled ECG Algorithm for the Prediction and Localization of Angiography-Proven Coronary Artery Disease

  2022influential citation
• Metabolite selection for machine learning in childhood brain tumour classification

  2022cites this paper
• Improving Specificity in Mammography Using Cross-correlation between Wavelet and Fourier Transform

  2022cites this paper
• A Simple Scoring Model for Evaluation of Concomitant Vascular Injuries in Patients with Lower Extremity Open Fractures

  2022cites this paper