Enhanced Nuclei Segmentation in Histopathological Images Using a Novel Preprocessing Pipeline and Deep Learning.
Ali TamizifarPouya BehzadifarZahra SobhaniniaNader KarimiPejman KhadiviShadrokh SamaviPublished in: AIIoT (2024)
Keyphrases
- deep learning
- cell nuclei
- histopathological images
- preprocessing
- microscopy images
- automated analysis
- quantitative analysis
- automated detection
- unsupervised learning
- low contrast
- segmentation method
- machine learning
- cancer diagnosis
- segmentation algorithm
- image analysis
- region growing
- mental models
- level set
- quantitative evaluation
- shape prior
- medical images
- watershed transform
- image segmentation
- fully automatic
- pattern recognition
- multiscale
- feature extraction