A comparative study for nuclei segmentation using latest deep learning optimizers.
Engy N. EltayabWalid Al-AtabanyNancy M. SalemLamees N. MahmoudPublished in: NILES (2023)
Keyphrases
- deep learning
- microscopic images
- segmentation method
- microscopy images
- machine learning
- image segmentation
- deep architectures
- cell nuclei
- unsupervised learning
- unsupervised feature learning
- weakly supervised
- level set
- mental models
- segmentation algorithm
- white blood cells
- medical images
- decision making
- shape prior
- graph cuts
- information extraction
- multiscale