Failure Detection in Medical Image Classification: A Reality Check and Benchmarking Testbed.
Melanie BernhardtFabio De Sousa RibeiroBen GlockerPublished in: Trans. Mach. Learn. Res. (2022)
Keyphrases
- failure detection
- image classification
- bag of words
- fault detection
- image representation
- image features
- medical diagnosis
- feature extraction
- sparse representation
- visual words
- visual features
- highly reliable
- medical domain
- medical data
- class specific
- medical records
- data sets
- multiscale
- management system
- medical knowledge
- medical experts
- sparse coding
- decision makers
- medical diagnostic
- medical students
- remotely sensed data