A Deep Learning approach for automated Cytoplasm and Nuclei cervical segmentation.
Marco Julio Del Moral-ArgumedoCarlos Alberto Ochoa Ortíz ZezzattiRubén Posada-GómezAlberto Alfonso Aguilar-LasserrePublished in: Biomed. Signal Process. Control. (2023)
Keyphrases
- deep learning
- microscopy images
- confocal images
- white blood cells
- region growing
- microscopic images
- segmentation method
- unsupervised learning
- segmentation algorithm
- image segmentation
- machine learning
- cell nuclei
- unsupervised feature learning
- weakly supervised
- mental models
- multiscale
- level set
- energy function
- image regions
- shape prior
- automated analysis
- viewpoint
- conditional random fields
- medical images