Segmentation of hepatocellular carcinoma and dysplastic liver tumors in histopathology images using area based adaptive expectation maximization.
Lekshmi KalinathanRuba Soundar KathavarayanDinakaran NagendramMukul VijMohamed RelaPublished in: Multim. Tools Appl. (2018)
Keyphrases
- histopathology images
- expectation maximization
- em algorithm
- image segmentation
- brain tumors
- level set
- segmentation algorithm
- multiscale
- low grade gliomas
- region growing
- medical images
- organ segmentation
- cancer cells
- cell nuclei
- lymph nodes
- mixture model
- clinical studies
- fully automatic
- segmentation method
- probabilistic atlas
- liver segmentation
- white blood
- energy function
- probabilistic model
- microscopy images
- medical imaging
- computed tomography images
- graph cuts
- maximum likelihood
- edge detection
- image processing