2 papers
eess.IV2025
Towards Field-Ready AI-based Malaria Diagnosis: A Continual Learning Approach
Louise Guillon, Soheib Biga, Yendoube E. Kantchire +9
Malaria remains a major global health challenge, particularly in low-resource settings where access to expert microscopy may be limited. Deep learning-based computer-aided diagnosi…
eess.IV2024
Assessing Generalization Capabilities of Malaria Diagnostic Models from Thin Blood Smears
Louise Guillon, Soheib Biga, Axel Puyo +9
Malaria remains a significant global health challenge, necessitating rapid and accurate diagnostic methods. While computer-aided diagnosis (CAD) tools utilizing deep learning have…