Patient consultation prediction
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...
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| Format: | Final Year Project |
| Language: | English |
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Nanyang Technological University
2024
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| Online Access: | https://hdl.handle.net/10356/181179 |
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| Institution: | Nanyang Technological University |
| Language: | English |
| Summary: | 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 MLPRegressor. The report also examines various approaches for running the simulation, such as unit-based or pixel-based graphing for visualisation, which greatly changes the complexity of the simulation. The report will cover how these components work cohesively with design practices and user experience. |
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