AutoCryoPicker: an unsupervised learning approach for fully automated single particle picking in Cryo-EM images.
Adil Al-AzzawiAnes OuadouJohn J. TannerJianlin ChengPublished in: BMC Bioinform. (2019)
Keyphrases
- fully automated
- unsupervised learning
- fully automatic
- completely automated
- image data
- three dimensional
- electron microscopy
- image database
- manual segmentation
- image analysis
- semi automated
- input image
- object recognition
- ground truth
- image registration
- labor intensive
- segmentation method
- image retrieval
- expectation maximization
- automated segmentation
- supervised learning
- image features
- probabilistic model
- medical images
- region of interest
- em algorithm
- maximum likelihood
- machine learning
- dimensionality reduction
- computer vision