Identification of immune cell infiltration in hematoxylin-eosin stained breast cancer samples: texture-based classification of tissue morphologies.
Riku TurkkiNina LinderPanu E. KovanenTeijo PellinenJohan LundinPublished in: Medical Imaging: Digital Pathology (2016)
Keyphrases
- tissue samples
- cell nuclei
- cancer datasets
- breast cancer
- breast cancer diagnosis
- cancer diagnosis
- breast tissue
- histopathological images
- mammogram images
- bladder cancer
- diagnosis of breast cancer
- computer aided detection
- quantitative analysis
- cancer classification
- automated analysis
- microscope images
- automated detection
- low contrast
- microarray
- benign and malignant
- gene expression data
- microscopy images
- computer aided diagnosis
- tissue classification
- microcalcification clusters
- early detection
- mammographic images
- feature selection
- dce mri
- textural features
- logistic regression
- machine learning
- cancer patients
- discriminating power
- watershed transform
- nonrigid registration
- text classification
- training set
- support vector