DeepMiCa: Automatic segmentation and classification of breast MIcroCAlcifications from mammograms.
Alessia GerbasiGreta ClementiFabio CorsiSara AlbasiniAlberto MaloviniSilvana QuagliniRiccardo BellazziPublished in: Comput. Methods Programs Biomed. (2023)
Keyphrases
- automatic segmentation
- digital mammograms
- digitized mammograms
- mammographic images
- clustered microcalcifications
- detection of clustered microcalcifications
- benign and malignant
- manual segmentation
- breast cancer
- mammogram images
- automatically segmenting
- breast tissue
- segmentation algorithm
- semi automatic segmentation
- microcalcification clusters
- receiver operating characteristic
- accurate segmentation
- ct data
- early detection of breast cancer
- textural features
- image segmentation
- pectoral muscle
- computer aided diagnosis systems
- machine learning
- gray level
- roc curve