titleBenchmarking imputation methods on real-world clinical time series with simulated spatio-temporal missingness
authorsNiklas Giesa, Rustam Zhumagambetov, Maria Sekutowitcz, Sophie K. Piper, Victor Sikora, Felix Balzer, et al.
date2026-10-05
venueNature Communications
iddoi:10.1038/s41467-026-77303-8
affiliationCharité – Universitätsmedizin Berlin; Freie Universität Berlin; Humboldt-Universität zu Berlin; Physikalisch-Technische Bundesanstalt
linksdoi
cite

bibtex

@article{giesa2026benchmarking,
  title={Benchmarking imputation methods on real-world clinical time series with simulated spatio-temporal missingness},
  author={Niklas Giesa and Rustam Zhumagambetov and Maria Sekutowitcz and Sophie K. Piper and Victor Sikora and Felix Balzer and others},
  journal={Nature Communications},
  year={2026},
  doi={10.1038/s41467-026-77303-8}
}