Revealing unforeseen diagnostic image features with deep learning by detecting cardiovascular diseases from apical four-chamber ultrasounds.
Li-Hsin ChengPablo B. J. BoschRutger F. H. HofmanTimo B. BrakenhoffEline F. BruggemansRob J. van der GeestEduard R. HolmanPublished in: CoRR (2021)
Keyphrases
- deep learning
- cardiovascular disease
- image features
- medical diagnosis
- clinical diagnosis
- unsupervised learning
- machine learning
- unsupervised feature learning
- feature vectors
- expert systems
- image content
- image classification
- mental models
- computer vision
- risk factors
- pairwise
- multi class
- object recognition
- support vector
- coronary artery
- multiscale
- image segmentation
- data sets