Items where Author is "Marimont, S. N."
Article
Zimmerer, D., Full, P. M, Isensee, F. , Jäger, P., Adler, T., Petersen, J., Kohler, G., Ross, T., Reinke, A., Kascenas, A., Jensen, B. S., O'Neil, A. Q., Tan, J., Hou, B., Batten, J., Qiu, H., Kainz, B., Shvetsova, N., Fedulova, I., Dylov, D. V., Yu, B., Zhai, J., Hu, J., Si, R., Zhou, S., Wang, S., Li, X., Chen, X., Zhao, Y., Marimont, S. N., Tarroni, G. 
ORCID: 0000-0002-0341-6138, Saase, V., Maier-Hein, L. & Maier-Hein, K. (2022).
MOOD 2020: A public Benchmark for Out-of-Distribution Detection and Localization on medical Images.
IEEE Transactions on Medical Imaging, 41(10),
pp. 2728-2738.
doi: 10.1109/tmi.2022.3170077
Conference or Workshop Item
Baugh, M. ORCID: 0000-0001-6252-7658, Reynaud, H. ORCID: 0000-0003-0261-2660, Marimont, S. N. ORCID: 0000-0002-7075-5586 , Cechnicka, S., Müller, J. P. ORCID: 0000-0001-8636-7986, Tarroni, G. ORCID: 0000-0002-0341-6138 & Kainz, B. ORCID: 0000-0002-7813-5023 (2025).
Image-Conditioned Diffusion Models for Medical Anomaly Detection.
In:
Uncertainty for Safe Utilization of Machine Learning in Medical Imaging.
UNSURE 2024, 10 Oct 2024, Marrakesh, Morocco.
doi: 10.1007/978-3-031-73158-7_11
Marimont, S. N., Siomos, V. & Tarroni, G. ORCID: 0000-0002-0341-6138 (2024).
MIM-OOD: Generative Masked Image Modelling for Out-of-Distribution Detection in Medical Images.
In:
Deep Generative Models.
Third MICCAI Workshop, DGM4MICCAI 2023, 8-12 Oct 2023, Vancouver, Canada.
doi: 10.1007/978-3-031-53767-7_4
Marimont, S. N. & Tarroni, G. ORCID: 0000-0002-0341-6138 (2022).
Implicit U-Net for Volumetric Medical Image Segmentation.
In:
Lecture Notes in Computer Science.
Medical Image Understanding and Analysis 26th Annual Conference, MIUA 2022, 27-29 Jul 2022, Cambridge, UK.
doi: 10.1007/978-3-031-12053-4_29
Marimont, S. N. & Tarroni, G. ORCID: 0000-0002-0341-6138 (2021).
Implicit field learning for unsupervised anomaly detection in medical images.
In:
Medical Image Computing and Computer Assisted Intervention – MICCAI 2021.
MICCAI 2021, 27 Sep-1 Oct 2021, Strasbourg, France.
doi: 10.1007/978-3-030-87196-3_18
Marimont, S. N. & Tarroni, G. ORCID: 0000-0002-0341-6138 (2021).
Anomaly detection through latent space restoration using vector-quantized variational autoencoders.
In:
2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI).
IEEE ISBI 2021, 13-16 Apr 2021, Nice, France.
doi: 10.1109/ISBI48211.2021.9433778