On the Importance of Step-wise Embeddings for Heterogeneous Clinical Time-Series.
Rita KuznetsovaAlizée PaceManuel BurgerHugo YècheGunnar RätschPublished in: ML4H@NeurIPS (2023)
Keyphrases
- step wise
- chronic hepatitis
- dynamic time warping
- medical databases
- relational and xml data
- temporal abstractions
- real world
- medical diagnostic
- relative importance
- clinical data
- distance measure
- patient data
- clinical applications
- treatment planning
- data mining tasks
- vector space
- clinical setting
- non stationary
- databases