Machine learning-based approach for fully automated segmentation of muscularis propria from histopathology images of intestinal specimens.
Conor McKeenFatemeh ZabihollahyJinu KurianAdrian D. C. ChanDina El DemellawyEranga UkwattaPublished in: Medical Imaging: Digital Pathology (2019)
Keyphrases
- fully automated
- fully automatic
- histopathology images
- machine learning
- manual segmentation
- segmentation accuracy
- semi automated
- image segmentation
- semi automatic
- automated segmentation
- segmentation method
- completely automated
- computer vision
- labor intensive
- learning algorithm
- medical images
- segmented images
- multiscale
- decision trees
- data mining
- medical imaging
- segmentation algorithm
- graph cuts
- low contrast
- multiple objects
- shape prior
- fully unsupervised
- edge detection