Sample Efficient Learning of Image-Based Diagnostic Classifiers Using Probabilistic Labels

Roberto Vega, Pouneh Gorji, Zichen Zhang +5

Deep learning approaches often require huge datasets to achieve good generalization. This complicates its use in tasks like image-based medical diagnosis, where the small training…