Publications

Jeremiah Fadugba (Jerofad), Petru Manescu, Bolanle Oladejo, Delmiro Fernandez-Reyes, Philipp Berens (2025). Uncertainty-Aware Retinal Vessel Segmentation via Ensemble Distillation. arXiv preprint arXiv:2509.11689.

PDF Source Document

Jeremiah Fadugba (Jerofad), Isabel Lieberman, Olabode Ajayi, Mansour Osman, Solomon Oluwole Akinola, Tinashe Mutsvangwa, Dong Zhang, Udunna C. Anazodo, Raymond Confidence (2025). Deep Ensemble Approach for Enhancing Brain Tumor Segmentation in Resource-Limited Settings. BrainLes @ MICCAI.

PDF Source Document

Ayomide B. Oladele, Helena Machibya, Mariam Kaoneka, Frederick Lyimo, Debora Hoza, Immaculata Kafumu, Idris Olalekan, Jeremiah Fadugba (Jerofad), Dong Zhang, Aondona Iorumbur, Raymond Confidence, Nicephorus Rutabasibwa, Ugumba M. Kwikima (2025). MAPS-Glioma: Modality-Specific Augmentation and Tissue-Adaptive Postprocessing for Robust Glioma Segmentation in Resource-Limited Settings. BrainLes @ MICCAI.

Source Document

Jeremiah Fadugba (Jerofad), Patrick Köhler, Lisa Koch, Petru Manescu, Philipp Berens (2024). Benchmarking Retinal Blood Vessel Segmentation Models for Cross-Dataset and Cross-Disease Generalization. arXiv preprint arXiv:2406.14994.

PDF Source Document

Patrick Köhler, Jeremiah Fadugba (Jerofad), Philipp Berens, Lisa M. Koch (2024). Efficiently Correcting Patch-Based Segmentation Errors to Control Image-Level Performance in Retinal Images. MIDL 2024.

PDF Source Document

V. S. Mfogo, X. Chen, Jeremiah Fadugba (Jerofad), Georgia Gkioxari (2021). Visual Question Answering in the Medical Domain (VQA-Med). Project report.

Jeremiah Fadugba (Jerofad), O. Y. Sanni, M. O. Yekinni (2021). Locally-Run Interpretable Breast Cancer Diagnosis from Histology Images. Project report, Knowledge 4 All Foundation.

Source Document

V. S. Mfogo, Georgia Gkioxari, X. Chen, Jeremiah Fadugba (Jerofad) (2021). Co-Attention Mechanism with Multi-Modal Factorized Bilinear Pooling for Medical Image Question Answering. Project report.