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Lepetit-Aimon, G., Boucher, M.-C., Duval, R., & Cheriet, F. (2023, April). Steered Convolutional Neurons to Better Learn the Classification of Retinal Vessels [Paper]. 20th IEEE International Symposium on Biomedical Imaging (ISBI 2023), Cartagena, Colombia (5 pages). External link
Playout, C., Duval, R., Boucher, M.-C., & Cheriet, F. (2022). Focused Attention in Transformers for interpretable classification of retinal images. Medical Image Analysis, 82, 102608 (13 pages). External link
Peskine, Y., Boucher, M.-C., & Cheriet, F. (2020, June). An interpretable data-driven score for the assessment of fundus images quality [Paper]. 17th International Conference on Image Analysis and Recognition (ICIAR 2020), Povoa de Varzim, Portugal. External link