7:30-7:45 PM (S47202): Multi-Planners in Plan-and-Solve Prompting for Medical Reasoning.7:45-8:00 PM (S47203): HiCARE-EHR: Hierarchical Conditional AutoRegressive Events for High-Fidelity EHRs.8:00-8:15 PM (S47214): StagRAG: Explaining Where RAG Systems Go Wrong in Medical Reasoning.8:15-8:30 PM (S47206): EHR CAN-Flow: Contrastively Aligned Normalizing Flows for Conditional EHR Generation8:30-8:45 PM (S47207): Batch Classification of Text Data for Personal Health Experience Identification with LLM Batch Prompting8:45-9:00 PM (S47210): An Agentic LLM-Based Framework for Population-Scale Mental Health Screening.Break(9:00 PM to 9:10 PM)
9:10-9:25 PM (S47213): Can LLMs Help Allocate Public Health Resources? A Case Study on Childhood Lead Testing.9:25-10:40 PM (S47215): Voices of Care: Actor-Centric LLM-Assisted Analysis of Alzheimer’s and Dementia Discourse on Reddit.9:40-9:55 PM (S47216): Domain-Specific Knowledge Graphs in RAG-Enhanced Healthcare LLMs.9:55-10:10 PM (S47217): Benchmarking LLMs for Pairwise Causal Discovery in Biomedical and Multi-Domain Contexts.10:10-10:25 PM (S47211): Extracting Latent Insights and Tagging Fall Injuries from Clinical Narratives using Unsupervised Learning.10:25-10:40 PM (S47218): Contextual Prompt Enabler for Mental Health (CPEMH): An Agent-Based LLM Framework for Prompt Design, Evaluation, and Selection for Depression Screening from Transcripts.