Deep anomaly detection for medical images

• Main Author: Li, Xintong
• Other Authors: Lin Zhiping
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2020
• Subjects: Engineering::Electrical and electronic engineering
• Online Access: https://hdl.handle.net/10356/140534
• Institution: Nanyang Technological University

Deep learning methods have been demonstrated to be effective in many medical tasks. However, these methods normally require a large number of labeled data, which is costly especially for disease screening, where the abnormal/diseased data are more difficult to obtain. The main purpose of this Fi...