A deep learning approach for nucleus segmentation and tumor classification from lung histopathological images.
S. M. JaisakthiKarthik DesinguPalaniappan MirunaliniS. PavyaN. PriyadharshiniPublished in: Netw. Model. Anal. Health Informatics Bioinform. (2023)
Keyphrases
- deep learning
- cell nuclei
- histopathological images
- tumor classification
- image analysis
- unsupervised learning
- automated analysis
- automated detection
- quantitative analysis
- image segmentation
- cancer diagnosis
- medical images
- feature selection
- gene selection
- machine learning
- low contrast
- gene expression data
- lung cancer
- level set
- multiscale
- segmentation algorithm
- mental models
- region growing
- microscopy images
- gene expression
- segmentation method
- weakly supervised
- data sets
- image processing
- watershed transform
- data analysis
- energy function
- bounding box
- object segmentation