Deep Metric Learning for the Hemodynamics Inference with Electrocardiogram Signals.

Hyewon Jeong Collin M. Stultz Marzyeh Ghassemi

Published 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