Predicting Classifier Performance with Limited Training Data: Applications to Computer-Aided Diagnosis in Breast and Prostate Cancer
Author:
Publisher
Public Library of Science (PLoS)
Subject
Multidisciplinary
Reference30 articles.
1. The role of MRI in clinical trials of multiple sclerosis: comparison of image processing techniques;AC Evans;Ann Neurol,1997
2. Computer-assisted, interactive fundus image processing for macular drusen quantitation;DS Shin;Ophthalmology,1999
3. Art & Science of Imaging Analytics;A Vasanji;Applied Clinical Trials,2013
4. Computer-aided prognosis: Predicting patient and disease outcome via quantitative fusion of multi-scale, multi-modal data;A Madabhushi;Computerized medical imaging and graphics,2011
5. An active learning based classification strategy for the minority class problem: application to histopathology annotation;S Doyle;BMC bioinformatics,2011
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