Improved instance segmentation of immune cells in human lupus nephritis biopsies with Mask R-CNN.
Madeleine S. DurkeeAdam R. SibleyJunting AiRebecca AbrahamVladimir M. LiarskiMarcus R. ClarkMaryellen L. GigerPublished in: Medical Imaging: Digital Pathology (2020)
Keyphrases
- computer aided diagnosis
- computer aided
- immune cells
- medical images
- image analysis
- histopathological images
- breast cancer
- segmentation algorithm
- level set
- segmentation method
- image segmentation
- segmented images
- medical imaging
- region growing
- shape prior
- cell nuclei
- ground truth
- active contours
- energy function
- quantitative evaluation
- edge detection