Explainable machine learning algorithm predicting working memory performance in Parkinson's disease using task-fMRI.

Yasuda E, Hattori T, Shimano K, Hase T, Oyama J, Yamagiwa K, Kawauchi M, Horovitz SG, Lungu C, Matsuzawa H, Hallett M

DOI: 10.1007/s00415-025-13438-w
Published: 2025 Oct 14
Container: Journal of neurology
Publisher: Not recorded
Open access: unknown

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Cite this work

BibTeX

@article{allodium:10.1007/s00415-025-13438-w,
  title = {Explainable machine learning algorithm predicting working memory performance in Parkinson's disease using task-fMRI.},
  author = {Yasuda E and Hattori T and Shimano K and Hase T and Oyama J and Yamagiwa K and Kawauchi M and Horovitz SG and Lungu C and Matsuzawa H and Hallett M},
  year = {2025},
  journal = {Journal of neurology},
  doi = {10.1007/s00415-025-13438-w},
  url = {https://doi.org/10.1007/s00415-025-13438-w}
}

RIS

TY  - JOUR
TI  - Explainable machine learning algorithm predicting working memory performance in Parkinson's disease using task-fMRI.
AU  - Yasuda E
AU  - Hattori T
AU  - Shimano K
AU  - Hase T
AU  - Oyama J
AU  - Yamagiwa K
AU  - Kawauchi M
AU  - Horovitz SG
AU  - Lungu C
AU  - Matsuzawa H
AU  - Hallett M
PY  - 2025
JO  - Journal of neurology
DO  - 10.1007/s00415-025-13438-w
UR  - https://doi.org/10.1007/s00415-025-13438-w
ER  -

APA

E, Y., T, H., K, S., T, H., J, O., K, Y., M, K., SG, H., C, L., H, M., & M, H. (2025). Explainable machine learning algorithm predicting working memory performance in Parkinson's disease using task-fMRI.. Journal of neurology. https://doi.org/10.1007/s00415-025-13438-w

Source records

pubmed · retrieved 2026-09-25T09:15:41.973Z