A hybrid Wavelet–EfficientNetV2–Vision transformer framework for multiclass brain tumor MRI classification

Oussama Abda, Hilal Naimi, Mohammed Bourennane, Shoffan Saifullah

Open source

DOI: 10.1007/s13246-026-01787-3
Published: 2026-08-15
Container: Physical and Engineering Sciences in Medicine
Publisher: Springer Science and Business Media LLC
Open access: unknown

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Cite this work

BibTeX

@article{allodium:10.1007/s13246-026-01787-3,
  title = {A hybrid Wavelet–EfficientNetV2–Vision transformer framework for multiclass brain tumor MRI classification},
  author = {Oussama Abda and Hilal Naimi and Mohammed Bourennane and Shoffan Saifullah},
  year = {2026},
  journal = {Physical and Engineering Sciences in Medicine},
  doi = {10.1007/s13246-026-01787-3},
  url = {https://doi.org/10.1007/s13246-026-01787-3}
}

RIS

TY  - JOUR
TI  - A hybrid Wavelet–EfficientNetV2–Vision transformer framework for multiclass brain tumor MRI classification
AU  - Oussama Abda
AU  - Hilal Naimi
AU  - Mohammed Bourennane
AU  - Shoffan Saifullah
PY  - 2026
JO  - Physical and Engineering Sciences in Medicine
DO  - 10.1007/s13246-026-01787-3
UR  - https://doi.org/10.1007/s13246-026-01787-3
ER  -

APA

Abda, O., Naimi, H., Bourennane, M., & Saifullah, S. (2026). A hybrid Wavelet–EfficientNetV2–Vision transformer framework for multiclass brain tumor MRI classification. Physical and Engineering Sciences in Medicine. https://doi.org/10.1007/s13246-026-01787-3

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crossref · retrieved 2026-09-25T18:13:22.557Z