Enhancing radiology report generation: A prior knowledge-aware transformer network for effective alignment and fusion of multi-modal radiological data. - Amaan Izhar; Norisma Idris; Nurul Japar (Image Vis. Comput., 2025)

Engaging Preference Optimization Alignment in Large Language Model for Continual Radiology Report Generation: A Hybrid Approach. - Amaan Izhar; Norisma Idris; Nurul Japar (Cogn. Comput., 2025)

MicarVLMoE: A Modern Gated Cross-Aligned Vision-Language Mixture of Experts Model for Medical Image Captioning and Report Generation. - Amaan Izhar; Nurul Japar; Norisma Idris; Ting Dang (CoRR, 2025)