MedISure: Towards Assuring Machine Learning-based Medical Image Classifiers using Mixup Boundary Analysis.
Adam ByfieldWilliam PoulettBen WallaceAnusha JoseShatakshi TyagiSmita ShembekarAdnan QayyumJunaid QadirMuhammad BilalPublished in: CoRR (2023)
Keyphrases
- medical images
- machine learning
- medical diagnosis
- machine learning algorithms
- decision trees
- clinical applications
- brain images
- machine learning methods
- medical image segmentation
- ct images
- pattern recognition
- image processing
- image database
- image segmentation
- soft tissue
- feature selection
- computer vision
- learning algorithm