Classification of Breast Micro-calcifications as Benign or Malignant Using Subtraction of Temporally Sequential Digital Mammograms and Machine Learning.
Kosmia LoizidouGalateia SkouroumouniGabriella SavvidouAnastasia ConstantinidouChristos NikolaouCostas PitrisPublished in: CAIP (2) (2023)
Keyphrases
- digital mammograms
- machine learning
- mammographic images
- benign and malignant
- clustered microcalcifications
- breast tumors
- digital mammography
- receiver operating characteristic
- pattern recognition
- feature selection
- automated detection
- machine learning algorithms
- roc analysis
- machine learning methods
- supervised learning
- classification accuracy
- decision trees
- probability density function
- x ray
- information extraction
- breast cancer diagnosis
- active learning
- support vector
- face recognition