SIFT-DBT: Self-supervised Initialization and Fine-Tuning for Imbalanced Digital Breast Tomosynthesis Image Classification

1 code implementation • 19 Mar 2024 • Yuexi Du, Regina J. Hooley, John Lewin, Nicha C. Dvornek

This further exacerbates the data imbalance due to the case-level distribution in real-world data and leads to learning a trivial classification model that only predicts the majority class.

Image Classification