3 papers
cs.LG2026
BioMed-Agent-RL: A Meta Learning, All You Need for Biomedical Applications
Md Asaduzzaman Jabin, Zihao Wu, Tianming Liu
The current progress of Clinical Vision Large Language Models (C-VLLMs) has substantially improved digital diagnostics, still these frameworks often endure lesion noises, modality…
cs.LG2026
MSM-Mem: A Universal Medical Structured Multimodal Memory Framework for Medical AI Agents
Md Asaduzzaman Jabin, Khoa Le, Lin Zhao +1
Clinical decision-making is inherently experience-driven: physicians progressively refine their reasoning by synthesizing patient history, multimodal observations, and prior diagno…
cs.CV2025
AdCare-VLM: Towards a Unified and Pre-aligned Latent Representation for Healthcare Video Understanding
Md Asaduzzaman Jabin, Hanqi Jiang, Yiwei Li +4
Chronic diseases, including diabetes, hypertension, asthma, HIV-AIDS, epilepsy, and tuberculosis, necessitate rigorous adherence to medication to avert disease progression, manage…