Machine learning applications in vascular neuroimaging for the diagnosis and prognosis of cognitive impairment and dementia: a systematic review and meta-analysis

Valerie Lohner, Amanpreet Badhwar, Flavie E. Detcheverry, Cindy L. García, Helena M. Gellersen, Zahra Khodakarami, René Lattmann, Rui Li, Audrey Low, Claudia Mazo, Amelie Metz, Olivier Parent, Veronica Phillips, Usman Saeed, Sean Y. W. Tan, Stefano Tamburin, David J. Llewellyn, Timothy Rittman, Sheena Waters, Jose Bernal

Open source

DOI: 10.1186/s13195-025-01815-6
Published: 2025-08-07
Container: Alzheimer's Research & Therapy
Publisher: Springer Science and Business Media LLC
Open access: unknown

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Cite this work

BibTeX

@article{allodium:10.1186/s13195-025-01815-6,
  title = {Machine learning applications in vascular neuroimaging for the diagnosis and prognosis of cognitive impairment and dementia: a systematic review and meta-analysis},
  author = {Valerie Lohner and Amanpreet Badhwar and Flavie E. Detcheverry and Cindy L. García and Helena M. Gellersen and Zahra Khodakarami and René Lattmann and Rui Li and Audrey Low and Claudia Mazo and Amelie Metz and Olivier Parent and Veronica Phillips and Usman Saeed and Sean Y. W. Tan and Stefano Tamburin and David J. Llewellyn and Timothy Rittman and Sheena Waters and Jose Bernal},
  year = {2025},
  journal = {Alzheimer's Research \&amp; Therapy},
  doi = {10.1186/s13195-025-01815-6},
  url = {https://doi.org/10.1186/s13195-025-01815-6}
}

RIS

TY  - JOUR
TI  - Machine learning applications in vascular neuroimaging for the diagnosis and prognosis of cognitive impairment and dementia: a systematic review and meta-analysis
AU  - Valerie Lohner
AU  - Amanpreet Badhwar
AU  - Flavie E. Detcheverry
AU  - Cindy L. García
AU  - Helena M. Gellersen
AU  - Zahra Khodakarami
AU  - René Lattmann
AU  - Rui Li
AU  - Audrey Low
AU  - Claudia Mazo
AU  - Amelie Metz
AU  - Olivier Parent
AU  - Veronica Phillips
AU  - Usman Saeed
AU  - Sean Y. W. Tan
AU  - Stefano Tamburin
AU  - David J. Llewellyn
AU  - Timothy Rittman
AU  - Sheena Waters
AU  - Jose Bernal
PY  - 2025
JO  - Alzheimer's Research &amp; Therapy
DO  - 10.1186/s13195-025-01815-6
UR  - https://doi.org/10.1186/s13195-025-01815-6
ER  -

APA

Lohner, V., Badhwar, A., Detcheverry, F. E., García, C. L., Gellersen, H. M., Khodakarami, Z., Lattmann, R., Li, R., Low, A., Mazo, C., Metz, A., Parent, O., Phillips, V., Saeed, U., Tan, S. Y. W., Tamburin, S., Llewellyn, D. J., Rittman, T., Waters, S., & Bernal, J. (2025). Machine learning applications in vascular neuroimaging for the diagnosis and prognosis of cognitive impairment and dementia: a systematic review and meta-analysis. Alzheimer's Research & Therapy. https://doi.org/10.1186/s13195-025-01815-6

Source records

crossref · retrieved 2026-09-26T10:16:58.812Z