Mohsin Raza Dahri

Image Quality and Model Confidence for Failure Detection in Chest X-Ray Classification

This study investigates the reliability of deep learning-based chest X-ray classification under real-world image quality degradation. While classification models can achieve high accuracy on clean medical images, their predictions may become unreliable when images are affected by...