Semi-Supervised Segmentation of Renal Pathology: An Alternative to Manual Segmentation and Input to Deep Learning Training.
Adrienne S. KlineHyun Jae ChungWaleed RahmaniJustin ChunPublished in: EMBC (2021)
Keyphrases
- deep learning
- manual segmentation
- manually segmented
- automatic segmentation
- semi supervised
- automated segmentation
- segmentation algorithm
- unsupervised learning
- fully automated
- mr images
- supervised learning
- ground truth
- segmented images
- anatomical structures
- medical images
- gold standard
- magnetic resonance images
- inter observer variability
- weakly supervised
- segmentation method
- machine learning
- active shape model
- image segmentation
- pairwise
- level set
- active learning
- medical imaging
- fully automatic
- mental models
- input image
- computer vision
- training set
- human experts
- training examples
- higher order
- object segmentation
- generative model
- object recognition
- multiscale
- training data
- semi automatic