IEEE journal of biomedical and health informatics
CSAI: Conditional Self-Attention Imputation for Healthcare Time-series.
Linglong Qian, Joseph Arul Raj, Hugh Logan-Ellis, Ao Zhang, Yuezhou Zhang, Tao Wang, Richard Jb Dobson, Zina Ibrahim
Published: 202510.1109/JBHI.2025.3648181
Abstract
We introduce the Conditional Self-Attention Imputation (CSAI) model, a novel recurrent neural network architecture designed to address imputation challenges in multivariate time series derived from hospital electronic health records (EHRs). CSAI intr…
Preview only. Read the full abstract at the source