Deep learning-based instance segmentation for the precise automated quantification of digital breast cancer immunohistochemistry images.
Blanca Maria Priego TorresBarbara Lobato-DelgadoLidia Atienza-CuevasDaniel Sánchez MorilloPublished in: Expert Syst. Appl. (2022)
Keyphrases
- breast cancer
- deep learning
- segmentation method
- segmentation algorithm
- automated segmentation
- test images
- image analysis
- fully automatic
- quantitative evaluation
- mammogram images
- three dimensional
- ground truth
- segmentation accuracy
- computer aided diagnosis
- image features
- input image
- breast tissue
- logistic regression
- image segmentation
- object segmentation
- accurate segmentation
- multiscale
- machine learning
- mammographic images
- bayesian networks
- object recognition
- feature extraction
- bounding box
- region of interest
- dce mri
- energy function