Out-of-Distribution Detection for Medical Applications: Guidelines for Practical Evaluation.
Karina ZadorozhnyPatrick ThoralPaul W. G. ElbersGiovanni CinàPublished in: CoRR (2021)
Keyphrases
- detection method
- detection algorithm
- false alarms
- object detection
- real world
- neural network
- detection accuracy
- machine learning
- information retrieval
- artificial intelligence
- multiscale
- automatic detection
- practical application
- evaluation metrics
- detection scheme
- practical problems
- detection rate
- comparative evaluation
- spatial distribution
- medical data
- evaluation method
- gaussian distribution
- data sets
- false positives
- knowledge base
- databases