Improving Medical Annotation Quality to Decrease Labeling Burden Using Stratified Noisy Cross-Validation

Joy Hsu, Sonia Phene, Akinori Mitani +4

As machine learning has become increasingly applied to medical imaging data, noise in training labels has emerged as an important challenge. Variability in diagnosis of medical ima…