Aondona M. Iorumbur

11 papers Journal 3Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
Training Beyond Convergence: Grokking nnU-Net for Glioma Segmentation in Sub-Saharan MRI.
CoRR
Mohtady Barakat, Omar Salah, Ahmed Yasser, Mostafa Ahmed, Zahirul Arief, Waleed Khan, Dong Zhang, Aondona M. Iorumbur, Raymond Confidence, Mohannad Barakat, Noha Magdy
2025 — conf
BRAIN-CATS: Brain Tumour Reliability-Aware Imaging with Neural Networks Using Calibration-Aware Training and Segmentation.
BraTS-Lighthouse/AIMS-TBI@MICCAI (1)
Abba Mohammed, Zulyadaini Muhammad Aminu, Ummulkhairi Ibrahim, Amina Suleiman Damo, Theodore Barfoot, Alexander Hammers, Raymond Confidence, Aondona M. Iorumbur, Abdulrazaq Zubair, Mubaraq Yakubu
2025 — conf
Bridging the Gap: A Community Driven and AI-Enabled Approach to Early Breast Cancer Detection in Black African Women.
Deep-Breath@MICCAI
Adaobi Emegoakor, Raymond Confidence, Yewande Gbadamosi, Richard Malumba, Charity Umoren, Diana Spence Betancourt, Aondona M. Iorumbur, Chinasa Kalaiwo, Abbas Rabiu Muhammad, Dennis Musinguzi, Patience Atukunda, Peter Makhoul, Rosta Asiimwe, Alfred Jatho, Amaka Nnamani, Franca Eze, Oluyemisi Toyobo, Abiodun Fatade, Udunna C. Anazodo, Farouk Dako, Michael Kawooya, Maruf Adewole
2025 J jnl
Domain-Adaptive Transformer for Data-Efficient Glioma Segmentation in Sub-Saharan MRI.
CoRR
Ilerioluwakiiye Abolade, Aniekan Udo, Augustine Ojo, Abdulbasit Oyetunji, Hammed Ajigbotosho, Aondona M. Iorumbur, Raymond Confidence, Maruf Adewole
2025 — conf
How We Won BraTS-SSA 2025: Brain Tumor Segmentation in the Sub-Saharan African Population Using Segmentation-Aware Data Augmentation and Model Ensembling.
BraTS-Lighthouse/AIMS-TBI@MICCAI (1)
Claudia Takyi Ankomah, Livingstone Eli Ayivor, Jones Yeboah Nyame, Leslie Wambo, Patrick Yeboah Bonsu, Aondona M. Iorumbur, Raymond Confidence, Toufiq Musah
2025 J jnl
How We Won BraTS-SSA 2025: Brain Tumor Segmentation in the Sub-Saharan African Population Using Segmentation-Aware Data Augmentation and Model Ensembling.
CoRR
Claudia Takyi Ankomah, Livingstone Eli Ayivor, Jones Yeboah Nyame, Leslie Wambo, Patrick Yeboah Bonsu, Aondona M. Iorumbur, Raymond Confidence, Toufiq Musah
2025 — conf
LiMSA-UNet: A Lightweight Modality-Selective Attention ResUNet for Brain-Tumor Segmentation.
BraTS-Lighthouse/AIMS-TBI@MICCAI (1)
Freedmore Sidume, Nkuebe Clement Moleko, Botsile Gorata Masalela, Preference Mangwayana, Lame Kaisara, Refilwe Goitsemang, Topo Lefika Rapula, Dong Zhang, Aondona M. Iorumbur, Raymond Confidence
2025 — conf
MAPS-Glioma: Modality-Specific Augmentation and Tissue-Adaptive Postprocessing for Robust Glioma Segmentation in Resource-Limited Settings.
BraTS-Lighthouse/AIMS-TBI@MICCAI (1)
Ayomide B. Oladele, Helena Machibya, Mariam Kaoneka, Frederick Lyimo, Debora Hoza, Immaculata Kafumu, Idris Olalekan, Jeremiah Fadugba, Dong Zhang, Aondona M. Iorumbur, Raymond Confidence, Nicephorus Rutabasibwa, Ugumba M. Kwikima
2025 — conf
SenTumorNet: A Lightweight 3D U-Net Model for Brain Tumor Segmentation in Sub-Saharan African MRI Data.
BraTS-Lighthouse/AIMS-TBI@MICCAI (1)
Papa Seydou Wane, Abdourahamane Balde, Guy Mbatchou, Dieu-Donné Okalas Ossami, Mariama Dione, Dieumbe Khoule, Mor Diop, Ndeye Maty Bousso, Adama Traore, Aondona M. Iorumbur, Raymond Confidence, Udunna Anazodo
2025 — conf
TerangaNet: An Optimized 3D U-Net for Brain Tumor Segmentation in Sub-Saharan African MRI Volumes.
BraTS-Lighthouse/AIMS-TBI@MICCAI (1)
Kéba Faye, Abdourahmane Balde, Racky Barro Diatta, Abdoul Wahab Soumare, Penda Ka, Mohameth DIA, Khoudia Sow, Doudou Mohamet Gaye, Mohamadou Bamba Diop, Magatte Diouf, Marième Dieng Fall, Guy Mbatchou, Aondona M. Iorumbur, Raymond Confidence, Udunna Anazodo
2025 — conf
Topology-Driven Fusion of nnU-Net and MedNeXt for Accurate Brain Tumor Segmentation on Sub-saharan Africa Dataset.
BraTS-Lighthouse/AIMS-TBI@MICCAI (1)
Prabin Bohara, Pralhad Kumar Shrestha, Arpan Rai, Usha Poudel Lamgade, Raymond Confidence, Dong Zhang, Aondona M. Iorumbur, Craig Jones, Mahesh Shakya, Bishesh Khanal, Pratibha Kulung