Conference AbstractASCO 2026Accepted — Abstract
Tumor board–based multi-agent LLMs with guideline retrieval and consensus deliberation: Implications for hepatocellular carcinoma clinical reasoning
Rodriguez Mora S., et al. — University of Cincinnati Collaboration
American Society of Clinical Oncology Annual Meeting 2026 · 2026
Multi-agent system coordinating virtual specialist roles (hepatologist, oncologist, radiologist) with guideline-grounded retrieval to simulate tumor board deliberation for HCC clinical decision support. Evaluated on clinical reasoning accuracy and consensus quality.
My contribution:System architecture design, LLM orchestration framework, multi-agent graph design, clinical evaluation methodology.
Accepted PosterEASL 2026 · THU-212Accepted — Poster Presentation
Does size matter? Think again: smartphone-ready reasoning LLMs with RAG match frontier models for MASLD clinical decision support
Rodriguez Mora S., et al.
European Association for the Study of the Liver Congress 2026 · 2026
Comparative evaluation of compact, deployable LLMs augmented with RAG against frontier models for MASLD (metabolic-associated steatotic liver disease) clinical QA. Demonstrated that well-designed retrieval pipelines can close the performance gap between small and large models for clinical applications.
My contribution:RAG pipeline design, clinical QA evaluation framework, retrieval architecture, performance benchmarking against frontier models.