Unified 2D and 3D Pre-training for Medical Image classification and Segmentation.
Yutong XieJianpeng ZhangYong XiaQi WuPublished in: CoRR (2021)
Keyphrases
- image classification
- medical students
- medical imaging
- classifier training
- image segmentation
- segmentation method
- segmentation algorithm
- level set
- set of training images
- object segmentation
- bag of words
- medical images
- feature extraction
- shape prior
- visual features
- segmentation accuracy
- test set
- supervised learning
- image sequences
- multiscale
- training set
- image analysis
- medical data
- training examples
- visual words
- background subtraction
- input image
- edge detection
- training phase
- markov random field
- fully unsupervised
- health care
- image representation
- energy function