Overfitting in Histopathology Model Training: The Need for Customized Architectures

Saghir Alfasly, Ghazal Alabtah, H. R. Tizhoosh

This study investigates the critical problem of overfitting in deep learning models applied to histopathology image analysis. We show that simply adopting and fine-tuning large-sca…