Open access
Sep 2026
Interpretable lung-constrained RegNetY–ViT framework for pulmonary tuberculosis classification in chest X-rays with radiological feature-guided neuro-symbolic reasoning
The proposed RegNetY–ViT hybrid framework improves TB classification performance while enhancing interpretability through lesion localization and neuro-symbolic reasoning, thereby supporting more transparent and clinically meaningful decision-making in chest X-ray analysis.
I. Ahmed, Ebrahim Mohammed Senan, Awad Alyousef et al.
· Frontiers in Medicine · 0 citations