Weakly Supervised Learning using Attention gates for colon cancer histopathological image segmentation.
Amina Ben HamidaMaxime DevanneJonathan WeberCaroline TruntzerValentin DerangèreFrançois GhiringhelliGermain ForestierCédric WemmertPublished in: Artif. Intell. Medicine (2022)
Keyphrases
- weakly supervised learning
- image segmentation
- colon cancer
- weakly supervised
- object detection
- multiple instance learning
- cancer diagnosis
- multiscale
- tissue samples
- markov random field
- graph cuts
- segmentation algorithm
- cancer classification
- active contours
- gene expression
- object class
- object recognition
- multi view learning
- object segmentation
- microarray
- superpixels
- gene expression data
- computer vision
- clustering method
- level set
- supervised learning
- decision trees