Deconv-transformer (DecT): A histopathological image classification model for breast cancer based on color deconvolution and transformer architecture.
Zhu HeMingwei LinZeshui XuZhiqiang YaoHong ChenAdi AlhudhaifFayadh AleneziPublished in: Inf. Sci. (2022)
Keyphrases
- breast cancer
- input image
- multiscale
- image features
- image segmentation
- image analysis
- logistic regression
- image data
- early detection
- high resolution
- color features
- diagnosis of breast cancer
- segmentation method
- edge detection
- computer aided diagnosis
- color images
- computer aided detection
- breast cancer diagnosis
- color space
- color image segmentation
- survival analysis
- gray level
- spatial information
- contrast enhancement
- image processing
- breast cancer detection
- machine learning