Interactive Medical Image Segmentation using Deep Learning with Image-specific Fine-tuning.
Guotai WangWenqi LiMaria A. ZuluagaRosalind PrattPremal A. PatelMichael AertsenTom DoelAnna L. DavidJan DeprestSébastien OurselinTom VercauterenPublished in: CoRR (2017)
Keyphrases
- fine tuning
- deep learning
- medical image segmentation
- image segmentation
- input image
- image analysis
- multiscale
- medical images
- single image
- high resolution
- region of interest
- segmentation algorithm
- machine learning
- level set method
- segmentation method
- unsupervised learning
- energy function
- graph cuts
- domain specific
- lighting conditions
- object recognition
- image features
- training data
- prior knowledge