Nicolas Pinon
Orcid: 0000-0001-8817-9911
According to our database1,
Nicolas Pinon
authored at least 5 papers
between 2021 and 2024.
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Bibliography
2024
Unsupervised anomaly detection in neuroimaging: contributions to representation learning and density support estimation in the latent space. (Détection d'anomalies non supervisée en neuro-imagerie : contributions à l'apprentissage de représentation et à l'estimation de support de densité dans l'espace latent).
PhD thesis, 2024
2023
Anomaly detection in image or latent space of patch-based auto-encoders for industrial image analysis.
CoRR, 2023
One-Class SVM on siamese neural network latent space for Unsupervised Anomaly Detection on brain MRI White Matter Hyperintensities.
Proceedings of the Medical Imaging with Deep Learning, 2023
Brain Subtle Anomaly Detection Based on Auto-Encoders Latent Space Analysis: Application To De Novo Parkinson Patients.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023
2021
Patch vs. Global Image-Based Unsupervised Anomaly Detection in MR Brain Scans of Early Parkinsonian Patients.
Proceedings of the Machine Learning in Clinical Neuroimaging - 4th International Workshop, 2021