Efficient and explainable pneumoconiosis screening from chest radiographs using a task-optimized CNN
Context—Pneumoconiosis is a chronic occupational lung disease characterized by subtle, low-contrast, and diffusely distributed parenchymal abnormalities on chest radiographs. These imaging characteristics, combined with limited dataset availability and severe class imbalance, make reliable automated detection challengi...