A marginal model approach for analysis of multi-reader multi-test receiver operating characteristic (ROC) data
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چکیده
منابع مشابه
A marginal model approach for analysis of multi-reader multi-test receiver operating characteristic (ROC) data.
The receiver operating characteristic curve is a popular tool to characterize the capabilities of diagnostic tests with continuous or ordinal responses. One common design for assessing the accuracy of diagnostic tests involves multiple readers and multiple tests, in which all readers read all test results from the same patients. This design is most commonly used in a radiology setting, where th...
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Assessment of predictive accuracy is a critical aspect of evaluating and comparing models, algorithms or technologies that produce the predictions. In the field of medical diagnosis, receiver operating characteristic (ROC) curves have become the standard tool for this purpose and its use is becoming increasingly common in other fields such as finance, atmospheric science and machine learning. T...
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The role of background synaptic activity in cortical processing has recently received much attention. How do individual neurons extract information when embedded in a noisy background? When examining the impact of a synaptic input on postsynaptic firing, it is important to distinguish a change in overall firing probability from a true change in neuronal sensitivity to a particular input (synapt...
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ژورنال
عنوان ژورنال: Biostatistics
سال: 2005
ISSN: 1465-4644,1468-4357
DOI: 10.1093/biostatistics/kxi011