Integrating clinical notes for enhanced mortality prediction in ICU

• Main Author: Pang, Kelvin
• Other Authors: Fan Xiuyi
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Computer and Information Science
• Online Access: https://hdl.handle.net/10356/181084
• Institution: Nanyang Technological University

Predicting patient outcomes in Intensive Care Units (ICUs) is a critical task for im- proving patient management and treatment planning. Traditional predictive models primarily rely on structured time-series data (e.g., vital signs, lab results) to forecast outcomes like in-hospital mortality. Ho...