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Publication · 2026

GLIMS-MedNeXt: An Ensemble Framework for Brain MRI Segmentation in Sub-Saharan Africa

Ali Azmoudeh, İlkay Öksüz, Hazım Kemal Ekenel

Segmentation, Classification, and Synthesis for Brain Tumors and Traumatic Brain Injuries
MICCAI 2025 challenges: BraTS-Lighthouse · LNCS 16376 · Springer, 2026 · pp. 262–273 · First author

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Research summary

Combines GLIMS and MedNeXt with pretraining, fine-tuning, and ensemble fusion for brain-tumor segmentation in lower-quality MRI.

DOI: 10.1007/978-3-032-16365-3_24

Citation

Ali Azmoudeh, İlkay Öksüz, Hazım Kemal Ekenel. 2026. GLIMS-MedNeXt: An Ensemble Framework for Brain MRI Segmentation in Sub-Saharan Africa. Segmentation, Classification, and Synthesis for Brain Tumors and Traumatic Brain Injuries.

View BibTeX
@inproceedings{azmoudeh2026glimsmednext,
  title = {{GLIMS-MedNeXt: An Ensemble Framework for Brain MRI Segmentation in Sub-Saharan Africa}},
  author = {Ali Azmoudeh and İlkay Öksüz and Hazım Kemal Ekenel},
  year = {2026},
  booktitle = {Segmentation, Classification, and Synthesis for Brain Tumors and Traumatic Brain Injuries},
  doi = {10.1007/978-3-032-16365-3_24},
  url = {https://link.springer.com/chapter/10.1007/978-3-032-16365-3_24},
  pages = {262--273},
  volume = {16376},
  publisher = {Springer Nature Switzerland}
}