Semi-supervised learning of functional connectome for disease classification

• المؤلف الرئيسي: Yew, Wei Chee
• مؤلفون آخرون: Jagath C Rajapakse
• التنسيق: Final Year Project
• اللغة: English
• منشور في: Nanyang Technological University 2022
• الموضوعات: Engineering::Computer science and engineering
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/156535
• المؤسسة: Nanyang Technological University

Overfitting is a common problem when computational models are applied on neuroimaging datasets, which are high-dimensional and small in terms of sample sizes, resulting in poor inferences such as ungeneralizable biomarkers. One way to overcome this is to pool datasets of similar diseases that are co...