Sofiane Laridi

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

Radiology reports are vital for accurate diagnosis and treatment planning, yet their manual generation is time-consuming and dependent on radiologist expertise, leading to delays and inconsistent clinical decisions. Medical image–text retrieval offers a scalable solution by enabling the retrieval of relevant prior case...