Predictive uncertainty estimation for out-of-distribution detection in digital pathology.
Jasper LinmansStefan ElfwingJeroen van der LaakGeert LitjensPublished in: Medical Image Anal. (2023)
Keyphrases
- automatic detection
- joint detection
- detection accuracy
- probability distribution
- estimation algorithm
- estimation accuracy
- detection algorithm
- detection method
- spatial distribution
- object detection
- parameter estimation
- false positives
- orientation estimation
- false alarms
- measurement error
- robust optimization
- computer vision
- uniformly distributed
- neural network
- gaussian distribution
- uncertain data
- data sets
- detection rate
- data distribution
- anomaly detection
- maximum likelihood