Medical Entity-Aware Embedding Framework for Semantic Retrieval of Clinical Narratives. - Arvind Kumar Chaudhary; Sai Bhuvana Kurada; Atharva Mangeshkumar Agrawal; Rutika Pandurang Shinde; Priyank Agarwal; Bhavesh Arjan Dhirwani; Vinay Singh (ICECET, 2025)