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Research Square|June 30, 2025
PRICE: A Personalized Recursive Intelligent Cost Estimation Framework for Rare Disease DiagnosisMengshu Nie, Yujing Yao, Junyoung Kim, et al.BMC Medical Informatics and Decision Making|November 27, 2025
PRICE: a personalized recursive intelligent cost effectiveness analysis framework for rare disease diagnosisMengshu Nie, Yujing Yao, Junyoung Kim, et al.Research Square|February 23, 2026
FHIR-AgentEval: A Modular Sandbox for Benchmarking Clinical LLM Agents with an Evaluation of Memory-Augmented ConfigurationsYoussef Mokssit, Kamalakkannan Ravi, Mengshu Nie, et al.Medrxiv : the Preprint Server for Health Sciences|July 10, 2026
RESCUE: An end-to-end multi-agent LLM system for proactive rare-disease patient screening in the EHRCong Liu, Alexa Geltzeiler, Adam Afyouni, et al.Medrxiv : the Preprint Server for Health Sciences|June 29, 2026
Hard to Halt: Automation Bias in Agent-Driven Sequencing Prior Authorization WorkflowsMengshu Nie, Wendy Chung, Jessica Waxler, et al.Pageof 1