Automatic classification of tissue malignancy for breast carcinoma diagnosis.
Irene FondónAuxiliadora SarmientoAnabel Isabel GarcíaMaría SilvestreCatarina EloyAntónio PolóniaPaulo AguiarPublished in: Comput. Biol. Medicine (2018)
Keyphrases
- automatic classification
- breast cancer
- breast tissue
- breast cancer diagnosis
- computer aided diagnosis
- cad systems
- breast cancer detection
- dce mri
- pectoral muscle
- benign and malignant
- computer aided
- image analysis
- medical images
- cell nuclei
- automatic detection
- automatically classify
- model based diagnosis
- tissue characterization
- fault diagnosis
- early detection
- tissue classification
- cancer diagnosis
- soft tissue
- medical diagnosis
- logistic regression
- features extraction
- receiver operating characteristic
- digital mammograms
- image dataset
- medical imaging
- three dimensional
- post mortem
- machine learning
- anatomical structures
- ultrasound imaging
- differential diagnosis
- quantitative analysis