Patient consultation prediction

• Main Author: Leong, Jun Yi
• Other Authors: Fan Xiuyi
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Computer and Information Science; Patient flow simulation; Healthcare resource allocation; Usability testing; Discrete event simulation
• Online Access: https://hdl.handle.net/10356/181179
• Institution: Nanyang Technological University

Tan Tock Seng Hospital (TTSH) Eye Clinic Simulation software is an executable for Windows that provides simulation and prediction of patient flows within TTSH Eye Clinics. The software relies on open-source tools like SimPy and PyGame. Predictive timings have been explored with XGBoost and MLPRegres...