Unsupervised learning with contrastive latent variable models
- Kristen A. Severson
- Soumya Ghosh
- et al.
- 2019
- AAAI 2019
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7 results for Kristen A. Severson
Personalized Input-Output Hidden Markov Models for Disease Progression Modeling
- Kristen A. Severson
- Lana M. Chahine
- et al.
- 2020
- MLHC 2020
Generative oversampling with a contrastive variational autoencoder
- Wangzhi Dai
- Kenney Ng
- et al.
- 2019
- ICDM 2019
Identifying patterns in amyotrophic lateral sclerosis progression from sparse longitudinal data
- Divya Ramamoorthy
- Kristen Severson
- et al.
- 2022
- Nat. Comput. Sci.
Statistical Learning for Accurate and Interpretable Battery Lifetime Prediction
- Peter M. Attia
- Kristen A. Severson
- et al.
- 2021
- JES
DPVis: Visual Analytics with Hidden Markov Models for Disease Progression Pathways
- Bum Chul Kwon
- Vibha Anand
- et al.
- 2021
- IEEE TVCG
Discovery of Parkinson's disease states and disease progression modelling: a longitudinal data study using machine learning
- Kristen A. Severson
- Lana M. Chahine
- et al.
- 2021
- The Lancet. Digital health