PULSE: A Unified Multi-Task Architecture for Cardiac Segmentation, Diagnosis, and Few-Shot Cross-Modality Clinical Adaptation. - Hania Ghouse; Maryam Alsharqi; Farhad R. Nezami; Muzammil Behzad (CoRR, 2025)

XAI-CLIP: ROI-Guided Perturbation Framework for Explainable Medical Image Segmentation in Multimodal Vision-Language Models. - Thuraya Alzubaidi; Sana Ammar; Maryam Alsharqi; Islem Rekik; Muzammil Behzad (CoRR, 2026)