Time series predictions in healthcare applications

• Main Author: Zhong, Shaojie
• 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/10356/175261
• Institution: Nanyang Technological University

In recent years, deep learning has been applied in the medical field to perform at sorts of tasks such as the prediction of in-hospital mortality. Due to the inconsistency of follow-up appointments and recordings of vital signs, irregularity is inherently present in medical data. This irregularity...