Comprehensive Experiments on Breast Cancer Hematoxylin and Eosin-stained Images Using UNet.
Emily JacksonFaye LeJe'Dae I. LisbonMax ColemanJordyn BurmanAstrid WonderleySepehr EshaghianSanghoon LeePublished in: ACM Southeast Regional Conference (2024)
Keyphrases
- breast cancer
- digital mammography
- cell nuclei
- histological images
- image data
- mammogram images
- diagnosis of breast cancer
- breast cancer diagnosis
- input image
- three dimensional
- computer aided diagnosis
- logistic regression
- image analysis
- early detection
- microscopy images
- image features
- mammographic images
- early detection of breast cancer
- breast tissue
- fully automatic
- image registration
- automated analysis
- benign and malignant
- segmentation method
- training data
- image processing
- machine learning