12 citations · 12 across the 2 of their papers we have counts for
2 papers
cs.LG2023
A New Deep State-Space Analysis Framework for Patient Latent State Estimation and Classification from EHR Time Series Data
Aya Nakamura, Ryosuke Kojima, Yuji Okamoto +7
Many diseases, including cancer and chronic conditions, require extended treatment periods and long-term strategies. Machine learning and AI research focusing on electronic health…
cs.LG2020★ 12 cited
Health improvement framework for planning actionable treatment process using surrogate Bayesian model
Kazuki Nakamura, Ryosuke Kojima, Eiichiro Uchino +4
Clinical decision making regarding treatments based on personal characteristics leads to effective health improvements. Machine learning (ML) has been the primary concern of diagno…