Explore anomaly detection and localization methods for medical imaging data

• المؤلف الرئيسي: Yu, Tianze
• مؤلفون آخرون: Lin Zhiping
• التنسيق: Final Year Project
• اللغة: English
• منشور في: Nanyang Technological University 2024
• الموضوعات: Engineering
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/177215
• المؤسسة: Nanyang Technological University

Due to the limited availability of expert-labeled anomalous samples in medical imaging applications such as chest X-rays, most existing unsupervised anomaly detection methods rely on only normal imaging data for training. Recent studies in medical imaging literature have extensively explored generat...