Simple non-iterative clustering and CNNs for coarse segmentation of breast cancer whole-slide images.
Rawan AlbusayliJ. Dinny GrahamNirmala PathmanathanMuhammad ShabanFayyaz MinhasJane E. ArmesNasir M. RajpootPublished in: Medical Imaging: Digital Pathology (2021)
Keyphrases
- breast cancer
- segmentation algorithm
- segmentation method
- image analysis
- edge detection
- mammogram images
- digital mammography
- breast cancer detection
- diagnosis of breast cancer
- image data
- breast tissue
- early detection
- computer aided detection
- microscopy images
- fully automatic
- breast cancer diagnosis
- accurate segmentation
- computer aided diagnosis
- segmentation accuracy
- image segmentation
- automated segmentation
- visual inspection
- region growing
- three dimensional
- image features
- input image
- quantitative evaluation
- mammographic images
- early detection of breast cancer
- multiresolution
- benign and malignant
- region of interest
- medical images
- dce mri
- logistic regression
- multiscale
- automatic segmentation
- image processing
- bladder cancer