Persistent Homology for Breast Tumor Classification using Mammogram Scans.
Aras AsaadDashti AliTaban MajeedRasber RashidPublished in: CoRR (2022)
Keyphrases
- tumor classification
- persistent homology
- digital mammograms
- breast tissue
- mammographic images
- digital mammography
- multi step
- digitized mammograms
- topological features
- computer aided diagnosis
- gene selection
- gene expression profiles
- gene expression data
- computational geometry
- morse theory
- breast cancer
- feature selection
- pectoral muscle
- high classification accuracy
- data sets
- microarray
- microarray data
- edge detection
- textural features
- feature extraction