3 papers
cs.LG2026
Early Prediction of Liver Cirrhosis Up to Two Years in Advance: A Machine Learning Study Benchmarking Against the FIB-4 and APRI Scores
Zhuqi Miao, Ahmed G Qasem, Sujan Ravi +5
Objective: Develop and evaluate machine learning (ML) models for predicting incident liver cirrhosis (LC) one and two years prior to diagnosis using routinely collected electronic…
cs.CL2026
A Large Language Model Based Pipeline for Review of Systems Entity Recognition from Clinical Notes
Hieu Nghiem, Zhuqi Miao, Hemanth Reddy Singareddy +5
Objective: Develop a cost-effective, large language model (LLM)-based pipeline for automatically extracting Review of Systems (ROS) entities from clinical notes. Materials and Meth…
cs.CY2025
Large Language Models in Healthcare
Mohammed Al-Garadi, Tushar Mungle, Abdulaziz Ahmed +3
Large language models (LLMs) hold promise for transforming healthcare, from streamlining administrative and clinical workflows to enriching patient engagement and advancing clinica…