A seeding-searching-ensemble method for gland segmentation in H&E-stained images.
Yizhe ZhangLin YangJohn D. MacKenzieRageshree RamachandranDanny Z. ChenPublished in: BMC Medical Informatics Decis. Mak. (2016)
Keyphrases
- microscopic images
- segmentation method
- ensemble methods
- cell nuclei
- microscopy images
- segmentation algorithm
- test images
- image analysis
- input image
- microscope images
- automated segmentation
- image classification
- multiscale
- image segmentation
- image registration
- image features
- histological images
- machine learning methods
- prediction accuracy
- mean shift
- random forest
- ensemble learning
- benchmark datasets
- graph cuts
- simulated annealing
- artificial neural networks
- data sets