Deep Metric Learning for the Hemodynamics Inference with Electrocardiogram Signals.
Hyewon JeongCollin M. StultzMarzyeh GhassemiPublished in: MLHC (2023)
Keyphrases
- metric learning
- ecg signals
- heart rate
- distance metric
- distance metric learning
- machine learning and pattern recognition
- semi supervised
- learning tasks
- dimensionality reduction
- pairwise
- nearest neighbor classification
- distance function
- semi supervised clustering
- multi task
- feature space
- mahalanobis metric
- semi supervised learning
- spectral analysis
- image classification
- multi class
- transfer learning
- active learning
- high dimensional
- computer vision
- maximum variance unfolding
- learning algorithm