On the Use of Mahalanobis Distance for Out-of-distribution Detection with Neural Networks for Medical Imaging.
Harry AnthonyKonstantinos KamnitsasPublished in: UNSURE@MICCAI (2023)
Keyphrases
- medical imaging
- mahalanobis distance
- neural network
- kl divergence
- medical images
- x ray
- medical image processing
- image processing and analysis
- image registration
- euclidean distance
- data distribution
- noise model
- image segmentation
- image processing
- image analysis
- covariance matrix
- ct images
- computer vision
- anatomical structures
- magnetic resonance imaging
- imaging modalities
- pattern recognition
- image guided surgery
- morphological image analysis
- remote sensing
- object detection
- volumetric data
- biomedical engineering
- gaussian distribution
- metric learning
- high quality
- genetic algorithm