Integrating large language models into time series predictions in healthcare applications

• Main Author: Vignesh, Ezhil
• Other Authors: Liu Siyuan
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2025
• Subjects: Engineering
• Online Access: https://hdl.handle.net/10356/183936

Predicting patient outcomes in intensive care units (ICUs) is challenging due to the irregularity and sparsity of medical data. Traditional time-series models usually fail to capture all patient information, while large language models (LLMs) lack temporal awareness and are prone to hallucinat...