Cross-attention guided explainable deep transformer model for multi-level classification of rare neurological disorders using MRI images

Preethi Veerlapalli; E. Laxmi Lydia; K. Radhika; Kancherla R. Krishna Naga Surya Alekhya; Faten Khalid Karim; Mohamad Khairi Ishak; Samih M. Mostafa

doi:10.1038/s41598-026-58491-1

Cross-attention guided explainable deep transformer model for multi-level classification of rare neurological disorders using MRI images

P Preethi Veerlapalli E E. Laxmi Lydia K K. Radhika K Kancherla R. Krishna Naga Surya Alekhya F Faten Khalid Karim M Mohamad Khairi Ishak S Samih M. Mostafa

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Article Details

Journal Scientific Reports

Volume / Issue Vol. 16, Issue 1

Published June 22, 2026

DOI 10.1038/s41598-026-58491-1

ISSN 2045-2322

Publisher Nature Portfolio

Journal Info

Scientific Reports

Nature Portfolio

ISSN: 2045-2322 Open Access Life Sciences

Authors (7)

P

Preethi Veerlapalli

E

E. Laxmi Lydia

K

K. Radhika

K

Kancherla R. Krishna Naga Surya Alekhya

F

Faten Khalid Karim

M

Mohamad Khairi Ishak

S

Samih M. Mostafa

Cross-attention guided explainable deep transformer model for multi-level classification of rare neurological disorders using MRI images

Article Details

Journal Info

Authors (7)

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