Quality control for more reliable integration of deep learning-based image segmentation into medical workflows.
Elena WilliamsSebastian NiehausJanis ReineltAlberto MerolaPaul Glad MihaiIngo RoederNico ScherfMaria del C. Valdés HernándezPublished in: CoRR (2021)
Keyphrases
- quality control
- deep learning
- image segmentation
- machine vision
- unsupervised learning
- quality assurance
- manufacturing systems
- machine learning
- unsupervised feature learning
- product quality
- automated visual inspection
- multiscale
- weakly supervised
- mental models
- segmentation algorithm
- graph cuts
- computer vision
- manufacturing process
- active contours
- deformable models
- level set
- deep architectures
- segmentation method
- object segmentation
- complex systems
- energy function
- vision system
- training data
- image processing
- learning algorithm