Integrating clinical notes for enhanced mortality prediction in ICU

• 主要作者: Pang, Kelvin
• 其他作者: Fan Xiuyi
• 格式: Final Year Project
• 語言: English
• 出版: Nanyang Technological University 2024
• 主題: Computer and Information Science
• 在線閱讀: https://hdl.handle.net/10356/181084

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...