F. Divina

Performance-interpretability trade-offs and generalization in deep learning for pneumonia detection: A benchmarking study

A reproducible, end-to-end methodology that jointly optimizes performance and interpretability, offering practical guidance for selecting and deploying explainable deep learning models in clinical pneumonia screening is contributed.