Label-Efficient Contrastive Learning-Based Model for Nuclei Detection and Classification in 3D Cardiovascular Immunofluorescent Images.
Nazanin MoradinasabRebecca A. DeatonLaura S. ShankmanGary K. OwensDonald E. BrownPublished in: MILLanD@MICCAI (2023)
Keyphrases
- learning algorithm
- object detectors
- image data
- supervised learning
- image classification
- learning phase
- probabilistic model
- object recognition
- image database
- feature selection
- active learning framework
- classification models
- text classification
- prior knowledge
- feature set
- edge detection
- input image
- classification method
- image retrieval
- feature space
- discriminative learning
- cell nuclei
- microscopic images
- similarity measure