15 citations · 57 across the 13 of their papers we have counts for
4 papers · 1 filter
Large Language Models for Integrating Social Determinant of Health Data: A Case Study on Heart Failure 30-Day Readmission Prediction
Chase Fensore, Rodrigo M. Carrillo-Larco, Shivani A. Patel +2
Social determinants of health (SDOH) the myriad of circumstances in which people live, grow, and age play an important role in health outcomes. However, existing outcome pr…
LLMs-based Few-Shot Disease Predictions using EHR: A Novel Approach Combining Predictive Agent Reasoning and Critical Agent Instruction
Hejie Cui, Zhuocheng Shen, Jieyu Zhang +4
Electronic health records (EHRs) contain valuable patient data for health-related prediction tasks, such as disease prediction. Traditional approaches rely on supervised learning m…
LogicPrpBank: A Corpus for Logical Implication and Equivalence
Zhexiong Liu, Jing Zhang, Jiaying Lu +2
Logic reasoning has been critically needed in problem-solving and decision-making. Although Language Models (LMs) have demonstrated capabilities of handling multiple reasoning task…
Weakly-Supervised Scientific Document Classification via Retrieval-Augmented Multi-Stage Training
Ran Xu, Yue Yu, Joyce C. Ho +1
Scientific document classification is a critical task for a wide range of applications, but the cost of obtaining massive amounts of human-labeled data can be prohibitive. To addre…