Sentence-based classification of free-text breast cancer radiology reports.
Aisan MaghsoodiMerlijn SevensterJohannes ScholtesGeorgi I. NalbantovPublished in: CBMS (2012)
Keyphrases
- free text
- breast cancer
- breast cancer diagnosis
- bladder cancer
- mammogram images
- computer aided detection
- information extraction
- early detection
- structured data
- diagnosis of breast cancer
- natural language processing
- cancer datasets
- benign and malignant
- microcalcification clusters
- semi structured
- computer aided diagnosis
- breast tissue
- medical records
- logistic regression
- decision trees
- automatic classification
- outcome prediction
- support vector
- breast cancer patients
- pairwise
- mammographic images
- expert systems
- medical images
- correct classification
- text classification
- cancer patients
- feature selection