Explainable SHAP-space fall risk profiling from electronic health records for inpatient prevention planning.

Schulte-Althoff M, Krappen P, Bießmann F, Jäger S, Gubser R, Hauss A, Balzer F, Kilgus T, Fürstenau D

Open source

DOI
10.1038/s44401-026-00138-4
Published
2026 Sep 10
Container
npj health systems
Publisher
Not recorded
Open access
yes

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BibTeX

@article{allodium:10.1038/s44401-026-00138-4,
  title = {Explainable SHAP-space fall risk profiling from electronic health records for inpatient prevention planning.},
  author = {Schulte-Althoff M and Krappen P and Bießmann F and Jäger S and Gubser R and Hauss A and Balzer F and Kilgus T and Fürstenau D},
  year = {2026},
  journal = {npj health systems},
  doi = {10.1038/s44401-026-00138-4},
  url = {https://doi.org/10.1038/s44401-026-00138-4}
}

RIS

TY  - JOUR
TI  - Explainable SHAP-space fall risk profiling from electronic health records for inpatient prevention planning.
AU  - Schulte-Althoff M
AU  - Krappen P
AU  - Bießmann F
AU  - Jäger S
AU  - Gubser R
AU  - Hauss A
AU  - Balzer F
AU  - Kilgus T
AU  - Fürstenau D
PY  - 2026
JO  - npj health systems
DO  - 10.1038/s44401-026-00138-4
UR  - https://doi.org/10.1038/s44401-026-00138-4
ER  - 

APA

M, S., P, K., F, B., S, J., R, G., A, H., F, B., T, K., & D, F. (2026). Explainable SHAP-space fall risk profiling from electronic health records for inpatient prevention planning.. npj health systems. https://doi.org/10.1038/s44401-026-00138-4

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