Simple statistical methods for unsupervised brain anomaly detection on MRI are competitive to deep learning methods.
Victor SaaseHolger WenzThomas GanslandtChristoph GrodenMáté E. MarosPublished in: CoRR (2020)
Keyphrases
- statistical methods
- anomaly detection
- deep learning
- statistical analysis
- unsupervised learning
- machine learning methods
- machine learning
- medical images
- intrusion detection
- deep architectures
- network intrusion detection
- one class support vector machines
- anomalous behavior
- detecting anomalies
- statistical models
- data mining techniques
- intrusion detection system
- object detection
- object recognition
- decision trees
- learning algorithm