Rezaul Abedin

Dual-branch cross-modal architecture with global-to-local feedback for radiographic image–text retrieval in chest X-rays

Through hierarchical gated co-attention, this approach dynamically aligns image and text representations, addressing the limitations of static fusion and providing a foundation for interpretable, real-time retrieval systems that can accelerate and improve clinical decision support.