Manual federated simulation for multiple sclerosis integrating XGBoost algorithm with SHAP explanation.

Ghazy HE, Ali ZH, Medhat T

DOI: 10.1038/s41598-026-63991-1
Published: 2026 Jul 30
Container: Scientific reports
Publisher: Not recorded
Open access: yes

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Cite this work

BibTeX

@article{allodium:10.1038/s41598-026-63991-1,
  title = {Manual federated simulation for multiple sclerosis integrating XGBoost algorithm with SHAP explanation.},
  author = {Ghazy HE and Ali ZH and Medhat T},
  year = {2026},
  journal = {Scientific reports},
  doi = {10.1038/s41598-026-63991-1},
  url = {https://doi.org/10.1038/s41598-026-63991-1}
}

RIS

TY  - JOUR
TI  - Manual federated simulation for multiple sclerosis integrating XGBoost algorithm with SHAP explanation.
AU  - Ghazy HE
AU  - Ali ZH
AU  - Medhat T
PY  - 2026
JO  - Scientific reports
DO  - 10.1038/s41598-026-63991-1
UR  - https://doi.org/10.1038/s41598-026-63991-1
ER  -

APA

HE, G., ZH, A., & T, M. (2026). Manual federated simulation for multiple sclerosis integrating XGBoost algorithm with SHAP explanation.. Scientific reports. https://doi.org/10.1038/s41598-026-63991-1

Source records

pubmed · retrieved 2026-09-26T04:44:12.053Z