DINOv3–SAM: Fusing Semantic and Anatomical Foundation Models for Robust Medical Image Classification

Saeed Al Gharib, F. Dornaika, J. Charafeddine, S. Haddad

Open source

DOI: 10.1007/s10278-026-02405-0
Published: 2026-11-02
Container: Journal of Imaging Informatics in Medicine
Publisher: Springer Science and Business Media LLC
Open access: unknown

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Cite this work

BibTeX

@article{allodium:10.1007/s10278-026-02405-0,
  title = {DINOv3–SAM: Fusing Semantic and Anatomical Foundation Models for Robust Medical Image Classification},
  author = {Saeed Al Gharib and F. Dornaika and J. Charafeddine and S. Haddad},
  year = {2026},
  journal = {Journal of Imaging Informatics in Medicine},
  doi = {10.1007/s10278-026-02405-0},
  url = {https://doi.org/10.1007/s10278-026-02405-0}
}

RIS

TY  - JOUR
TI  - DINOv3–SAM: Fusing Semantic and Anatomical Foundation Models for Robust Medical Image Classification
AU  - Saeed Al Gharib
AU  - F. Dornaika
AU  - J. Charafeddine
AU  - S. Haddad
PY  - 2026
JO  - Journal of Imaging Informatics in Medicine
DO  - 10.1007/s10278-026-02405-0
UR  - https://doi.org/10.1007/s10278-026-02405-0
ER  -

APA

Gharib, S. A., Dornaika, F., Charafeddine, J., & Haddad, S. (2026). DINOv3–SAM: Fusing Semantic and Anatomical Foundation Models for Robust Medical Image Classification. Journal of Imaging Informatics in Medicine. https://doi.org/10.1007/s10278-026-02405-0

Source records

crossref · retrieved 2026-11-05T06:32:20.805Z