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

Open source

DOI
10.1109/jbhi.2025.3648181
Published
2026-07
Container
IEEE Journal of Biomedical and Health Informatics
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Open access
unknown

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BibTeX

@article{allodium:10.1109/jbhi.2025.3648181,
  title = {CSAI: Conditional Self-Attention Imputation for Healthcare Time-Series},
  author = {Linglong Qian and Joseph Arul Raj and Hugh Logan-Ellis and Ao Zhang and Yuezhou Zhang and Tao Wang and Richard JB Dobson and Zina Ibrahim},
  year = {2026},
  journal = {IEEE Journal of Biomedical and Health Informatics},
  doi = {10.1109/jbhi.2025.3648181},
  url = {https://doi.org/10.1109/jbhi.2025.3648181}
}

RIS

TY  - JOUR
TI  - CSAI: Conditional Self-Attention Imputation for Healthcare Time-Series
AU  - Linglong Qian
AU  - Joseph Arul Raj
AU  - Hugh Logan-Ellis
AU  - Ao Zhang
AU  - Yuezhou Zhang
AU  - Tao Wang
AU  - Richard JB Dobson
AU  - Zina Ibrahim
PY  - 2026
JO  - IEEE Journal of Biomedical and Health Informatics
DO  - 10.1109/jbhi.2025.3648181
UR  - https://doi.org/10.1109/jbhi.2025.3648181
ER  - 

APA

Qian, L., Raj, J. A., Logan-Ellis, H., Zhang, A., Zhang, Y., Wang, T., Dobson, R. J., & Ibrahim, Z. (2026). CSAI: Conditional Self-Attention Imputation for Healthcare Time-Series. IEEE Journal of Biomedical and Health Informatics. https://doi.org/10.1109/jbhi.2025.3648181

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