Deep learning-based instance segmentation for the precise automated quantification of digital breast cancer immunohistochemistry images.
Blanca Maria Priego TorresaBarbara Lobato-DelgadoLidia Atienza-CuevasDaniel Sánchez MorilloPublished in: CoRR (2023)
Keyphrases
- breast cancer
- deep learning
- segmentation algorithm
- segmentation method
- automated segmentation
- test images
- image analysis
- fully automatic
- quantitative evaluation
- input image
- mammogram images
- computer aided diagnosis
- accurate segmentation
- breast tissue
- ground truth
- logistic regression
- three dimensional
- image segmentation
- unsupervised learning
- level set
- segmentation accuracy
- image features
- object recognition
- multiscale
- machine learning
- medical images