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ORCIDAondona M. Iorumbur
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2020 – today
- 2026
[i5]Mohtady Barakat, Omar Salah, Ahmed Yasser, Mostafa Ahmed, Zahirul Arief, Waleed Khan, Dong Zhang, Aondona M. Iorumbur, Raymond Confidence, Mohannad Barakat, Noha Magdy:
Training Beyond Convergence: Grokking nnU-Net for Glioma Segmentation in Sub-Saharan MRI. CoRR abs/2601.22637 (2026)- [i4]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:
Topology-Driven Fusion of nnU-Net and MedNeXt for Accurate Brain Tumor Segmentation on Sub-Saharan Africa Dataset. CoRR abs/2604.15964 (2026) - 2025
- [c13]Ayomide B. Oladele
, Raymond Confidence, Dong Zhang, Charity Umoren, Aondona M. Iorumbur, Ifeoluwa Oladeji, Tolulope Olusuyi, Gamaliel Adebayo, Anu Gbadamosi, Oluyemisi Toyobo, Farouk Dako, Abiodun Fatade, Maruf Adewole, Udunna Anazodo:
Lightweight 3D U-Net for Brain Tumor Segmentation on CPUs: Enabling Deep Learning in Low-Resource Environments. MIRASOL@MICCAI 2025: 52-61 - [c12]Ilerioluwakiiye Abolade, Emmanuel Idoko, Solomon Odelola, Promise Omoigui, Adetola Adebanwo, Aondona M. Iorumbur, Udunna Anazodo, Alessandro Crimi, Raymond Confidence:
SharpXR: Structure-Aware Denoising for Pediatric Chest X-Rays. MIRASOL@MICCAI 2025: 83-92 - [c11]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:
SenTumorNet: A Lightweight 3D U-Net Model for Brain Tumor Segmentation in Sub-Saharan African MRI Data. BraTS-Lighthouse/AIMS-TBI@MICCAI (1) 2025: 205-214 - [c10]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:
TerangaNet: An Optimized 3D U-Net for Brain Tumor Segmentation in Sub-Saharan African MRI Volumes. BraTS-Lighthouse/AIMS-TBI@MICCAI (1) 2025: 215-223 - [c9]Willem P. E. Boonzaier, Farhana Moosa, Kagiso Lebang, Hanifa Jabaar, Aondona M. Iorumbur, Dong Zhang, Raymond Confidence:
Domain Adaptation for Adult Glioma Segmentation in Sub-Saharan Africa: An Ensemble of nnU-Net v2 and MedNeXt. BraTS-Lighthouse/AIMS-TBI@MICCAI (1) 2025: 248-261 - [c8]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:
MAPS-Glioma: Modality-Specific Augmentation and Tissue-Adaptive Postprocessing for Robust Glioma Segmentation in Resource-Limited Settings. BraTS-Lighthouse/AIMS-TBI@MICCAI (1) 2025: 274-283 - [c7]Abba Mohammed, Zulyadaini Muhammad Aminu, Ummulkhairi Ibrahim, Amina Suleiman Damo, Theodore Barfoot, Alexander Hammers, Raymond Confidence, Aondona M. Iorumbur, Abdulrazaq Zubair, Mubaraq Yakubu:
BRAIN-CATS: Brain Tumour Reliability-Aware Imaging with Neural Networks Using Calibration-Aware Training and Segmentation. BraTS-Lighthouse/AIMS-TBI@MICCAI (1) 2025: 284-295 - [c6]Adaobi Chiazor 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:
Bridging the Gap: A Community Driven and AI-Enabled Approach to Early Breast Cancer Detection in Black African Women. Deep-Breath@MICCAI 2025: 289-299 - [c5]Claudia Takyi Ankomah, Livingstone Eli Ayivor, Jones Yeboah Nyame, Leslie Wambo, Patrick Yeboah Bonsu, Aondona M. Iorumbur, Raymond Confidence, Toufiq Musah:
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) 2025: 296-306 - [c4]Mohtady Barakat, Omar Salah, Ahmed Yasser, Mostafa Ahmed, Zahirul Arief, Waleed Khan, Dong Zhang, Aondona M. Iorumbur, Raymond Confidence, Mohannad Barakat, Noha Magdy:
Training Beyond Convergence: Grokking nnU-Net for Glioma Segmentation in Sub-Saharan MRI. BraTS-Lighthouse/AIMS-TBI@MICCAI (1) 2025: 307-317 - [c3]Lesly Tsoptio Fougang, Joseph Muthui Wacira, Amal Jlassi, Dong Zhang, Aondona M. Iorumbur, Raymond Confidence:
A Self-Supervised Framework for Glioma Segmentation Using Swin UNETR. BraTS-Lighthouse/AIMS-TBI@MICCAI (1) 2025: 349-359 - [c2]Freedmore Sidume, Nkuebe Clement Moleko, Botsile Gorata Masalela, Preference Mangwayana, Lame Kaisara, Refilwe Goitsemang, Topo Lefika Rapula, Dong Zhang, Aondona M. Iorumbur, Raymond Confidence:
LiMSA-UNet: A Lightweight Modality-Selective Attention ResUNet for Brain-Tumor Segmentation. BraTS-Lighthouse/AIMS-TBI@MICCAI (1) 2025: 360-370 - [c1]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:
Topology-Driven Fusion of nnU-Net and MedNeXt for Accurate Brain Tumor Segmentation on Sub-saharan Africa Dataset. BraTS-Lighthouse/AIMS-TBI@MICCAI (1) 2025: 371-381 - [i3]Ilerioluwakiiye Abolade, Emmanuel Idoko, Solomon Odelola, Promise Omoigui, Adetola Adebanwo, Aondona M. Iorumbur, Udunna Anazodo, Alessandro Crimi, Raymond Confidence:
SharpXR: Structure-Aware Denoising for Pediatric Chest X-Rays. CoRR abs/2508.08518 (2025) - [i2]Claudia Takyi Ankomah, Livingstone Eli Ayivor, Jones Yeboah Nyame, Leslie Wambo, Patrick Yeboah Bonsu, Aondona M. Iorumbur, Raymond Confidence, Toufiq Musah:
How We Won BraTS-SSA 2025: Brain Tumor Segmentation in the Sub-Saharan African Population Using Segmentation-Aware Data Augmentation and Model Ensembling. CoRR abs/2510.03568 (2025) - [i1]Ilerioluwakiiye Abolade, Aniekan Udo, Augustine Ojo, Abdulbasit Oyetunji, Hammed Ajigbotosho, Aondona M. Iorumbur, Raymond Confidence, Maruf Adewole:
Domain-Adaptive Transformer for Data-Efficient Glioma Segmentation in Sub-Saharan MRI. CoRR abs/2511.02928 (2025)
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