Image-Derived Phenotype Extraction for Genetic Discovery via Unsupervised Deep Learning in CMR Images.
Rodrigo BonazzolaNishant RavikumarRahman AttarEnzo FerranteTanveer F. Syeda-MahmoodAlejandro F. FrangiPublished in: MICCAI (5) (2021)
Keyphrases
- input image
- image data
- image features
- test images
- deep learning
- image retrieval
- image classification
- image regions
- region of interest
- segmentation method
- image database
- segmentation algorithm
- image content
- spatial information
- image representation
- target object
- unsupervised learning
- multiscale
- natural images
- image segmentation
- bounding box
- lighting conditions
- color histogram
- single image
- keypoints
- high resolution
- object recognition
- machine learning
- deep architectures
- multiple images
- visual features
- viewpoint
- weakly supervised
- restricted boltzmann machine
- data mining
- low resolution
- super resolution
- partial occlusion
- object segmentation
- object detection
- semi supervised
- training set
- computer vision