Prediction Model for Mild Cognitive Impairment in Older Chinese Patients With Cerebral Small Vessel Disease Based on <scp>XGBoost</scp> Algorithms and Shapley Additive Explanations

Peng Gao, Jingjing Su, Xiaoming Ma, Xinwei Ma, Yujia Chen, Jiahui Shen, Yijie Wu, Cheng Shi, Jingwei Li

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DOI: 10.1002/cns.71044
Published: 2026-07-29
Container: CNS Neuroscience & Therapeutics
Publisher: Wiley
Open access: unknown

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Cite this work

BibTeX

@article{allodium:10.1002/cns.71044,
  title = {Prediction Model for Mild Cognitive Impairment in Older Chinese Patients With Cerebral Small Vessel Disease Based on
                    <scp>XGBoost</scp>
                    Algorithms and Shapley Additive Explanations},
  author = {Peng Gao and Jingjing Su and Xiaoming Ma and Xinwei Ma and Yujia Chen and Jiahui Shen and Yijie Wu and Cheng Shi and Jingwei Li},
  year = {2026},
  journal = {CNS Neuroscience \&amp; Therapeutics},
  doi = {10.1002/cns.71044},
  url = {https://doi.org/10.1002/cns.71044}
}

RIS

TY  - JOUR
TI  - Prediction Model for Mild Cognitive Impairment in Older Chinese Patients With Cerebral Small Vessel Disease Based on
                    <scp>XGBoost</scp>
                    Algorithms and Shapley Additive Explanations
AU  - Peng Gao
AU  - Jingjing Su
AU  - Xiaoming Ma
AU  - Xinwei Ma
AU  - Yujia Chen
AU  - Jiahui Shen
AU  - Yijie Wu
AU  - Cheng Shi
AU  - Jingwei Li
PY  - 2026
JO  - CNS Neuroscience &amp; Therapeutics
DO  - 10.1002/cns.71044
UR  - https://doi.org/10.1002/cns.71044
ER  -

APA

Gao, P., Su, J., Ma, X., Ma, X., Chen, Y., Shen, J., Wu, Y., Shi, C., & Li, J. (2026). Prediction Model for Mild Cognitive Impairment in Older Chinese Patients With Cerebral Small Vessel Disease Based on <scp>XGBoost</scp> Algorithms and Shapley Additive Explanations. CNS Neuroscience & Therapeutics. https://doi.org/10.1002/cns.71044

Source records

crossref · retrieved 2026-09-27T03:55:52.333Z