Measuring the accuracy of diagnostic systems.
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Summary
For diagnostic systems used to distinguish between two classes of events, analysis in terms of the "relative operating characteristic" of signal detection theory provides a precise and valid measure of diagnostic accuracy.
- Type
- review
- Published
- 1988-06-03
- Cited by
- 10,291
- References
- 38
- OpenAlex
- https://openalex.org/W1990748933
- Semantic Scholar
- https://api.semanticscholar.org/CorpusID:10006606
Keywords
Measure (data warehouse), Computer science, Field (mathematics), Noise (video), Quality (philosophy)
References
- ROC analysis of mammography and palpation for breast screening.
- Armed Services Vocational Aptitude Battery, Forms 6 and 7: Validation against School Performance in Navy Enlisted Schools (July 1976 - February 1978).
- Evaluation of diagnostic systems : methods from signal detection theory
- On the scientific evaluation of diagnostic procedures.
- The Relative Operating Characteristic in Psychology
- Assessment of radiologic tests: control of bias and other design considerations.
- Computed tomography versus ultrasound of the adrenal gland: a prospective study.
- Analysis of mammography: a blind interpretation of BCDDP radiographs.
- Construction of Receiver Operating Characteristic Curves when Disease Verification Is Subject to Selection Bias
- An Evaluation of Polygraphers' Judgments: A Review From a Decision Theoretic Perspective
- Indices of discrimination or diagnostic accuracy: their ROCs and implied models.
- Tentative diagnoses facilitate the detection of diverse lesions in chest radiographs.
- The Effect of Verification on the Assessment of Imaging Techniques
- Information Retrieval Systems.
- ROC Methodology in Radiologic Imaging
- Introduction to Medical Decision making
- Is there a sensory threshold?
- ROC analysis applied to the evaluation of medical imaging techniques.
- Enhanced interpretation of diagnostic images.
- Form of empirical ROCs in discrimination and diagnostic tasks: implications for theory and measurement of performance.
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- Quantitative electroencephalography. A new approach to the diagnosis of cerebral dysfunction in systemic lupus erythematosus.
- Woodland caribou habitat selection during winter and along migratory routes in west-central Alberta
- Accuracy of anticardiolipin antibodies in identifying a history of thrombosis among patients with systemic lupus erythematosus.
- How Precise Has Fault Detection to Be? Answers from an Economical Point of View
- ROC Curves for Classification Trees
- Diagnostic accuracy evaluation using ROC curve analysis.
- A comparison of outcome criteria in the diagnosis of renovascular hypertension
- A comparison of the inactive urinary kallikrein:creatinine ratio and the angiotensin sensitivity test for the prediction of pre‐eclampsia
- "Proper" Binormal ROC Curves: Theory and Maximum-Likelihood Estimation.
- Diagnostic performance of stress cardiac magnetic resonance imaging in the detection of coronary artery disease: a meta-analysis.
- Forecasting Model for the Students’ Job Turnover in Thai Industries
- Potential of the Genetic Algorithm Neural Network in the Assessment of Gait Patterns in Ankle Arthrodesis
- Relation of acanthosis nigricans to hyperinsulinemia and insulin sensitivity in overweight African American and white children.
- Mechanics of Stimulus & Response Generalization in Signal Detection & Psychophysics: Adaptation of Static Theory to Dynamic Performance.
- Evaluation of the quality of cardiovascular surgery care using risk stratification analysis according to the EuroSCORE additive model.
- Automated breath detection on long-duration signals using feedforward backpropagation artificial neural networks
- Modeling Bark Beetle Outbreak and Fire Interactions in Western U.S. Forests and the Invasion Potential of an Invasive Puerto Rican Frog in Hawaii Using Remote Sensing Data
- Palaeobiogeography of Crossbills (Loxia spp.) and their Food Plants
- Effect of early hemofiltration on pro- and anti-inflammatory responses and multiple organ failure in severe acute pancreatitis
- Diagnostic accuracy of history and physical examination of superior labrum anterior- posterior lesions.
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