Ken S. Lau

Feasibility of Universal Anomaly Detection without Knowing the Abnormality in Medical Images

2023 · arXiv (Cornell University)

Many anomaly detection approaches, especially deep learning methods, have been recently developed to identify abnormal image morphology by only employing normal images during training. Unfortunately, many prior anomaly detection methods were optimized for a specific …