Sophie Bonnin

According to our database, Sophie Bonnin authored at least 5 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

Automated multimodal severity assessment of diabetic retinopathy using ultra-widefield color fundus photography and clinical tabular data.

Alireza Rezaei, Sarah Matta, Rachid Zeghlache, Pierre-Henri Conze, Capucine Lepicard, Pierre Deman, Laurent Borderie, Deborah Cosette, Sophie Bonnin, Aude Couturier, Béatrice Cochener, Mathieu Lamard, Mostafa El Habib Daho, Gwenolé Quellec

Biomed. Signal Process. Control., 2026

2024

Topologie et morphométrie des capillaires rétiniens humains normaux et pathologiques. (Topology and morphometry of healthy and pathological human retinal capillaries).

Sophie Bonnin

PhD thesis, 2024

2023

Improved Automatic Diabetic Retinopathy Severity Classification Using Deep Multimodal Fusion of UWF-CFP and OCTA Images.

Mostafa El Habib Daho, Yihao Li, Rachid Zeghlache, Yapo Cedric Atse, Hugo Le Boité, Sophie Bonnin, Deborah Cosette, Pierre Deman, Laurent Borderie, Capucine Lepicard, Ramin Tadayoni, Béatrice Cochener, Pierre-Henri Conze, Mathieu Lamard, Gwenolé Quellec

Proceedings of the Ophthalmic Medical Image Analysis - 10th International Workshop, 2023

2022

Multimodal Information Fusion for Glaucoma and DR Classification.

Yihao Li, Mostafa El Habib Daho, Pierre-Henri Conze, Hassan Al Hajj, Sophie Bonnin, Hugang Ren, Niranchana Manivannan, Stephanie Magazzeni, Ramin Tadayoni, Béatrice Cochener, Mathieu Lamard, Gwenolé Quellec

CoRR, 2022

Multimodal Information Fusion for Glaucoma and Diabetic Retinopathy Classification.

Yihao Li, Mostafa El Habib Daho, Pierre-Henri Conze, Hassan Al Hajj, Sophie Bonnin, Hugang Ren, Niranchana Manivannan, Stephanie Magazzeni, Ramin Tadayoni, Béatrice Cochener, Mathieu Lamard, Gwenolé Quellec

Proceedings of the Ophthalmic Medical Image Analysis - 9th International Workshop, 2022