On the Importance of Step-wise Embeddings for Heterogeneous Clinical Time-Series.
Rita KuznetsovaAlizée PaceManuel BurgerHugo YècheGunnar RätschPublished in: CoRR (2023)
Keyphrases
- step wise
- chronic hepatitis
- clinical practice
- relational and xml data
- temporal abstractions
- medical diagnostic
- dynamic time warping
- low dimensional
- clinical diagnosis
- multivariate time series
- heterogeneous networks
- relative importance
- medical databases
- patient records
- data sets
- stock price
- data mining tasks
- temporal data
- stock market
- vector space
- monitoring system
- non stationary
- x ray
- dimensionality reduction