2 papers
cs.AI2026
MARC v1: An Open-Source Multi-Agent Framework for Clinical AI Reasoning and Coordination
Saisha Shetty, Satvik Tripathi, Austin Lin +6
We present Multi-Agent Reasoning and Coordination (MARC), an open-source framework that replaces monolithic LLM prompting with deterministic multi-agent orchestration for clinical…
cs.CL2026
RadAnnotate: Large Language Models for Efficient and Reliable Radiology Report Annotation
Saisha Pradeep Shetty, Roger Eric Goldman, Vladimir Filkov
Radiology report annotation is essential for clinical NLP, yet manual labeling is slow and costly. We present RadAnnotate, an LLM-based framework that studies retrieval-augmented s…