Deep-learning in survival analysis

• المؤلف الرئيسي: Ho, Jeff
• مؤلفون آخرون: Xiang Liming
• التنسيق: Final Year Project
• اللغة: English
• منشور في: Nanyang Technological University 2021
• الموضوعات: Science::Mathematics::Statistics
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/148490
• المؤسسة: Nanyang Technological University

In this paper, hospitalisation duration is modelled using traditional survival model, machine-learning models and deep-learning models. Machine-learning and deep-learning algorithms typically assume that all event of interest are known at the time of modelling. However, hospitalisation duration i...