Robin Trombetta

Publications

Article dans une revue (1)

GAN-based synthetic FDG PET images from T1 brain MRI can serve to improve performance of deep unsupervised anomaly detection models Daria Zotova,Nicolas Pinon,Robin Trombetta,Romain Bouet,Julien Junget al. Computer Methods and Programs in Biomedicine, 2025, 265, pp.108727. ⟨10.1016/j.cmpb.2025.108727⟩ Article dans une revue hal-05061806v1

Communication dans un congrès (5)

Learning local and global prototypes with optimal transport for unsupervised anomaly detection and localization Robin Trombetta,Carole Lartizien Learning From Small Data (LFSD), European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML) Workshop, Sep 2025, Porto, Portugal. ⟨10.48550/arXiv.2508.12927⟩ Communication dans un congrès hal-05397692v1
Weakly supervised deep learning model with size constraint for prostate cancer detection in multiparametric MRI and generalization to unseen domains Robin Trombetta,Olivier Rouvière,Carole Lartizien Medical Imaging with Deep Learning, Jul 2024, Paris, France Communication dans un congrès hal-04764167v1
One-Class SVM on siamese neural network latent space for Unsupervised Anomaly Detection on brain MRI White Matter Hyperintensities Nicolas Pinon,Robin Trombetta,Carole Lartizien MIDL 2023, Jul 2023, Nashville, United States Communication dans un congrès hal-04067715v1
Brain subtle anomaly detection based on auto-encoders latent space analysis : application to de novo parkinson patients Nicolas Pinon,Geoffroy Oudoumanessah,Robin Trombetta,Michel Dojat,Florence Forbeset al. ISBI 2023 - IEEE 20th International Symposium on Biomedical Imaging, Apr 2023, Cartegena de Indias, Colombia. pp.1-5, ⟨10.1109/ISBI53787.2023.10230351⟩ Communication dans un congrès hal-03998623v1
Détection d'anomalies dans l'espace image ou l'espace latent d'auto-encodeurs par patch pour l'analyse d'images industrielles Nicolas Pinon,Robin Trombetta,Carole Lartizien GRETSI 2023 : XXIXème Colloque Francophone de Traitement du Signal et des Images, Aug 2023, Grenoble, France Communication dans un congrès hal-04147526v1