Influence of nuclei segmentation on breast cancer malignancy classification.
Lukasz JelenThomas FevensAdam KrzyzakPublished in: Medical Imaging: Computer-Aided Diagnosis (2009)
Keyphrases
- breast cancer
- computer aided detection
- breast tissue
- breast cancer diagnosis
- benign and malignant
- computer aided diagnosis
- bladder cancer
- mammogram images
- diagnosis of breast cancer
- lung nodules
- cancer datasets
- logistic regression
- early detection
- microcalcification clusters
- medical images
- segmentation method
- breast cancer patients
- mammographic images
- classification accuracy
- support vector
- survival analysis
- cad systems
- image segmentation
- machine learning
- image analysis
- quantitative evaluation
- digitized mammograms
- early detection of breast cancer
- dce mri
- level set
- decision trees
- medical imaging
- segmentation algorithm
- microscopy images
- cancer patients
- skin lesion
- texture analysis
- x ray
- pairwise
- training set
- training data
- feature extraction