Enhancing glomeruli segmentation through cross-species pre-training.
Paolo AndreiniSimone BonechiGiovanna Maria DimitriPublished in: Neurocomputing (2024)
Keyphrases
- image segmentation
- level set
- segmentation algorithm
- training set
- multiscale
- image analysis
- training algorithm
- optimal segmentation
- training phase
- shape prior
- region growing
- medical images
- segmentation method
- energy function
- segmented images
- neural network
- fully automatic
- edge detection
- object segmentation
- grey level
- segmentation accuracy
- training examples
- markov random field
- training process
- ground truth
- pixel level
- feature vectors
- pairwise
- fully unsupervised
- segmentation errors
- e learning