Interpretable AI for neural signal decoding in dementia: an EEG ensemble approach to differential diagnosis

Fawad Muhammad, Irfan Ahmed Usmani, Muhammad Aamir, Mai Alduailij, Mehrez Marzougui, Rab Nawaz

Open source

DOI: 10.3389/fninf.2026.1902549
Published: 2026-08-27
Container: Frontiers in Neuroinformatics
Publisher: Frontiers Media SA
Open access: unknown

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Cite this work

BibTeX

@article{allodium:10.3389/fninf.2026.1902549,
  title = {Interpretable AI for neural signal decoding in dementia: an EEG ensemble approach to differential diagnosis},
  author = {Fawad Muhammad and Irfan Ahmed Usmani and Muhammad Aamir and Mai Alduailij and Mehrez Marzougui and Rab Nawaz},
  year = {2026},
  journal = {Frontiers in Neuroinformatics},
  doi = {10.3389/fninf.2026.1902549},
  url = {https://doi.org/10.3389/fninf.2026.1902549}
}

RIS

TY  - JOUR
TI  - Interpretable AI for neural signal decoding in dementia: an EEG ensemble approach to differential diagnosis
AU  - Fawad Muhammad
AU  - Irfan Ahmed Usmani
AU  - Muhammad Aamir
AU  - Mai Alduailij
AU  - Mehrez Marzougui
AU  - Rab Nawaz
PY  - 2026
JO  - Frontiers in Neuroinformatics
DO  - 10.3389/fninf.2026.1902549
UR  - https://doi.org/10.3389/fninf.2026.1902549
ER  -

APA

Muhammad, F., Usmani, I. A., Aamir, M., Alduailij, M., Marzougui, M., & Nawaz, R. (2026). Interpretable AI for neural signal decoding in dementia: an EEG ensemble approach to differential diagnosis. Frontiers in Neuroinformatics. https://doi.org/10.3389/fninf.2026.1902549

Source records

crossref · retrieved 2026-09-25T11:34:35.511Z