| 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 | 33 | 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 144 (7), 1600-1607. e2, 2024 | 10 | 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 91 (2), 350-352, 2024 | 4 | 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 | 2 | 2023 |
| Détection automatisée du mélanome fondée sur l’analyse cognitive globale du dermatologue et comparaison aux approches neuronales J Monnier, I Moutarji, ACG Foahom, J Collenne, ALN Houmeau, M Serdi, ... Annales de Dermatologie et de Vénéréologie-FMC 4 (8), A98, 2024 | | 2024 |
| Reset: A Residual Set-Transformer Approach to Tackle the Ugly-Duckling Sign in Melanoma Detection J Collenne, R Iguernaissi, S Dubuisson, D Merad 2024 IEEE International Conference on Image Processing (ICIP), 3186-3191, 2024 | | 2024 |
| 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 |
| SJ-MAE: Unified Multi-Task Pretraining of Vision Transformers via Masked, Jigsaw and Contrastive Objectives J Collenne, R Iguernaissi, N Thome, S Dubuisson, D Merad Jigsaw and Contrastive Objectives, 0 | | |
Djamal MeradProfessor of Computer Science, Université Aix-Marseille, FranceVerified email at univ-amu.fr
