Efficient Out-of-Distribution Detection in Digital Pathology Using Multi-Head Convolutional Neural Networks.
Jasper LinmansJeroen van der LaakGeert LitjensPublished in: MIDL (2020)
Keyphrases
- convolutional neural networks
- detection accuracy
- computationally expensive
- false alarms
- detection method
- automatic detection
- digital images
- lightweight
- computationally efficient
- real time
- cost effective
- random variables
- digital media
- probability density function
- false positives
- detection algorithm
- multiresolution
- feature extraction
- case study