Computer aided diagnosis of melanoma using deep neural networks and game theory: application on dermoscopic images of skin lesions AC Foahom Gouabou, J Collenne, J Monnier, R Iguernaissi, ... International Journal of Molecular Sciences 23 (22), 13838, 2022 | 14 | 2022 |
Fusion between an Algorithm Based on the Characterization of Melanocytic Lesions' Asymmetry with an Ensemble of Convolutional Neural Networks for Melanoma Detection J Collenne, J Monnier, R Iguernaissi, M Nawaf, MA Richard, JJ Grob, ... Journal of Investigative Dermatology, 2024 | 2 | 2024 |
Automated melanoma detection. An algorithm inspired from human intelligence characterizing disordered pattern of melanocytic lesions improving a convolutional neural network J Monnier, ACF Gouabou, M Serdi, J Collenne, R Iguernaissi, MA Richard, ... Journal of the American Academy of Dermatology, 2024 | 1 | 2024 |
Enhancing anomaly detection in Melanoma diagnosis through Self-Supervised Training and lesion comparison J Collenne, R Iguernaissi, S Dubuisson, D Merad International Workshop on Machine Learning in Medical Imaging, 155-163, 2023 | 1 | 2023 |
Fusion between an algorithm based on the characterization of melanocytic lesions asymmetry with an ensemble of CNN for melanoma detection J Collenne, J Monnier, R Iguernaissi, M Nawaf, MA Richard, JJ Grob, ... Journal of Investigative Dermatology, 2024 | | 2024 |
858P Automated detection of melanoma: Comparing a convolutional neural network (CNN) approach with an algorithm assessing disorder in the pattern of pigmented lesions, intended … J Monnier, ACG Foahom, M Serdi, J Collenne, R Iguernaissi, ... Annals of Oncology 33, S942, 2022 | | 2022 |