Improving Disease Classification Performance and Explainability of Deep Learning Models in Radiology with Heatmap Generators

no code implementations • 28 Jun 2022 • Akino Watanabe, Sara Ketabi, Khashayar, Namdar, Farzad Khalvati

The paper (A. Karargyris and Moradi, 2021) that introduced this dataset developed a U-Net model, which was treated as the baseline model for this research, to show how the eye-gaze data can be used in multi-modal training for explainability improvement.