Automated Nuclei Segmentation in Dysplastic Histopathological Oral Tissues Using Deep Neural Networks.
Adriano Barbosa-SilvaAlessandro Santana MartinsLeandro Alves NevesPaulo Rogério de FariaThaína A. A. TostaMarcelo Zanchetta do NascimentoPublished in: CIARP (2019)
Keyphrases
- cell nuclei
- neural network
- automated analysis
- tissue samples
- medical images
- segmentation method
- microscopic images
- microscopy images
- level set
- image segmentation
- image analysis
- medical imaging
- segmentation algorithm
- automated detection
- automated segmentation
- pattern recognition
- fully automatic
- back propagation
- artificial neural networks
- confocal images
- brain mr images
- quantitative analysis
- multiscale
- segmentation accuracy
- genetic algorithm
- multi layer
- fully automated
- energy function
- object segmentation
- nonrigid registration
- shape prior
- cancer diagnosis
- watershed transform
- region growing
- recurrent neural networks
- neural network model
- microscope images
- computer aided
- image processing