Multi-modal deep learning and explainable AI for predicting multiple dementia-related neuropathologies from brain MRI, clinical, and genetic data.

Chattopadhyay T, Kush R, Ankarath RH, Senthilkumar P, Gleave EJ, Patterson C, Owens-Walton C, Thomopoulos SI, Johnson SC, Mormino EC, Tosun D, Hohman TJ, Thompson PM

Open source

DOI: 10.3389/fneur.2026.1839071
Published: 2026
Container: Frontiers in neurology
Publisher: Not recorded
Open access: yes

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Cite this work

BibTeX

@article{allodium:10.3389/fneur.2026.1839071,
  title = {Multi-modal deep learning and explainable AI for predicting multiple dementia-related neuropathologies from brain MRI, clinical, and genetic data.},
  author = {Chattopadhyay T and Kush R and Ankarath RH and Senthilkumar P and Gleave EJ and Patterson C and Owens-Walton C and Thomopoulos SI and Johnson SC and Mormino EC and Tosun D and Hohman TJ and Thompson PM},
  year = {2026},
  journal = {Frontiers in neurology},
  doi = {10.3389/fneur.2026.1839071},
  url = {https://doi.org/10.3389/fneur.2026.1839071}
}

RIS

TY  - JOUR
TI  - Multi-modal deep learning and explainable AI for predicting multiple dementia-related neuropathologies from brain MRI, clinical, and genetic data.
AU  - Chattopadhyay T
AU  - Kush R
AU  - Ankarath RH
AU  - Senthilkumar P
AU  - Gleave EJ
AU  - Patterson C
AU  - Owens-Walton C
AU  - Thomopoulos SI
AU  - Johnson SC
AU  - Mormino EC
AU  - Tosun D
AU  - Hohman TJ
AU  - Thompson PM
PY  - 2026
JO  - Frontiers in neurology
DO  - 10.3389/fneur.2026.1839071
UR  - https://doi.org/10.3389/fneur.2026.1839071
ER  -

APA

T, C., R, K., RH, A., P, S., EJ, G., C, P., C, O., SI, T., SC, J., EC, M., D, T., TJ, H., & PM, T. (2026). Multi-modal deep learning and explainable AI for predicting multiple dementia-related neuropathologies from brain MRI, clinical, and genetic data.. Frontiers in neurology. https://doi.org/10.3389/fneur.2026.1839071

Source records

pubmed · retrieved 2026-09-25T12:53:10.907Z