AUQantO: Actionable Uncertainty Quantification Optimization in deep learning architectures for medical image classification

Zakaria Senousy, Mohamed Medhat Gaber, Mohammed M. Abdelsamea

Abstract: Highlights•A new wrapper method for deep learning models, measuring the uncertainty of inputs.•Optimization methods to fine-tune hyperparameter based on uncertainty scores.•An actionable model to exclude uncertain images for further investigation.