Selected projects spanning AI, computational imaging, remote sensing, and medical image analysis.
JUNON — Sentinel-5P Super-Resolution
Centre-Val de Loire, France
Development of deep learning methods for hyperspectral image super-resolution, computational imaging, and Earth observation applications. [Code] [IGARSS 2025] [Preprint] [Self-supervised Preprint]
Topics:
- Sentinel-5P super-resolution
- Self-supervised learning
- Environmental monitoring
- Greenhouse gas analysis
MICCAI Challenge — Medical Image Analysis
International
Led the MICCAI challenge from proposal development to scientific coordination, challenge organization, conference activities, and publication. [Challenge] [Preprint]
Roles included:
- Challenge conception & proposal writing
- Scientific coordination
- Community engagement
- Final publication
Computer-Aided Diagnosis for Mycetoma (PhD Research)
France & Sudan
PhD research on AI methods for histopathological image analysis, focusing on segmentation, classification, and computational pathology for mycetoma diagnosis. Associated outputs include datasets and diagnostic models. [Thesis] [MyData] [Paper]
Additional Projects
- ECO-SUD — Greenhouse gas estimation and environmental monitoring (France & Uruguay)
- WHO Skin NTDs — AI for neglected tropical diseases
- DAMA — Data Analytics for Mycetoma Research Center (Germany)
- Point-of-Care Ultrasound for Mycetoma (Sudan)
- Mycetoma recurrence analysis (Sudan)
- Epilepsy epidemiological investigation (Ghana)
- Brain clustering techniques (Ghana)
- Weighted capacity allocation problem (Ghana)