Segmentation-free Heart Pathology Detection Using Deep Learning.
Erika BondarevaJing HanWilliam BradlowCecilia MascoloPublished in: EMBC (2021)
Keyphrases
- deep learning
- unsupervised learning
- machine learning
- image segmentation
- deep architectures
- object detection
- unsupervised feature learning
- multiscale
- segmentation algorithm
- bounding box
- medical images
- weakly supervised
- object segmentation
- level set
- learning algorithm
- image regions
- viewpoint
- decision makers
- shape prior
- image features
- left ventricle
- high dimensional
- bayesian networks
- image processing
- decision making