A deep state-space analysis framework for cancer patient latent state estimation and classification from EHR time-series data
Research paper by Yuji Okamoto and collaborators, published 2026 in PLoS ONE. Research area: Machine Learning in Healthcare.
Resource information
- Authors
- Yuji Okamoto, Aya Nakamura, Ryosuke Kojima, Eiichiro Uchino, Yohei Mineharu, Yohei Harada, Mayumi Kamada, Minoru Sakuragi, Manabu Muto, Motoko Yanagita, Yasushi Okuno
- Research area
- Machine Learning in Healthcare
- Application domain
- Healthcare
- AI methods
- Deep learning
- Research topics
- Machine Learning in Healthcare, Artificial Intelligence in Healthcare, Time Series Analysis and Forecasting
- Publication date
- 2026-01-30
- Publication
- PLoS ONE
- DOI
- 10.1371/journal.pone.0341003
- Citations
- 1
- Last record update
- Nov 5, 2026