Machine Learning Stratification of Periodontal and Cerebrovascular Disease Status Using Salivary and Subgingival Lipopolysaccharide Activity

Anbo Dong, Zhenshan Xie, Muhammed Manzoor, Jaakko Leskelä, Jukka Putaala, Eija Könönen, Luigi Nibali, Pirkko Pussinen, Susanna Paju, Svetislav Zaric

Open source

DOI
10.1111/jcmm.71337
Published
2026-08
Container
Journal of Cellular and Molecular Medicine
Publisher
Wiley
Open access
unknown

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BibTeX

@article{allodium:10.1111/jcmm.71337,
  title = {Machine Learning Stratification of Periodontal and Cerebrovascular Disease Status Using Salivary and Subgingival Lipopolysaccharide Activity},
  author = {Anbo Dong and Zhenshan Xie and Muhammed Manzoor and Jaakko Leskelä and Jukka Putaala and Eija Könönen and Luigi Nibali and Pirkko Pussinen and Susanna Paju and Svetislav Zaric},
  year = {2026},
  journal = {Journal of Cellular and Molecular Medicine},
  doi = {10.1111/jcmm.71337},
  url = {https://doi.org/10.1111/jcmm.71337}
}

RIS

TY  - JOUR
TI  - Machine Learning Stratification of Periodontal and Cerebrovascular Disease Status Using Salivary and Subgingival Lipopolysaccharide Activity
AU  - Anbo Dong
AU  - Zhenshan Xie
AU  - Muhammed Manzoor
AU  - Jaakko Leskelä
AU  - Jukka Putaala
AU  - Eija Könönen
AU  - Luigi Nibali
AU  - Pirkko Pussinen
AU  - Susanna Paju
AU  - Svetislav Zaric
PY  - 2026
JO  - Journal of Cellular and Molecular Medicine
DO  - 10.1111/jcmm.71337
UR  - https://doi.org/10.1111/jcmm.71337
ER  - 

APA

Dong, A., Xie, Z., Manzoor, M., Leskelä, J., Putaala, J., Könönen, E., Nibali, L., Pussinen, P., Paju, S., & Zaric, S. (2026). Machine Learning Stratification of Periodontal and Cerebrovascular Disease Status Using Salivary and Subgingival Lipopolysaccharide Activity. Journal of Cellular and Molecular Medicine. https://doi.org/10.1111/jcmm.71337

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