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Source Matters: Source Dataset Impact on Model Robustness in Medical Imaging.

, , , , , и . CoRR, (2024)

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Enzo Ferrante

Enzo Seraphim

Enzo Giacomini

Time varying adaptive copulae and dynamic semiparametic factor models with applications in finance. HU Berlin, (2009)

Enzo Manna

Enzo Cardillo

 

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Post-DAE: Anatomically Plausible Segmentation via Post-Processing With Denoising Autoencoders., , , и . IEEE Trans. Medical Imaging, 39 (12): 3813-3820 (2020)Domain Generalization via Gradient Surgery., , , и . ICCV, стр. 6610-6618. IEEE, (2021)Orthogonal Ensemble Networks for Biomedical Image Segmentation., , , и . MICCAI (3), том 12903 из Lecture Notes in Computer Science, стр. 594-603. Springer, (2021)Anatomical Priors for Image Segmentation via Post-processing with Denoising Autoencoders., , и . MICCAI (6), том 11769 из Lecture Notes in Computer Science, стр. 585-593. Springer, (2019)Uncertainty in latent representations of variational autoencoders optimized for visual tasks., , , и . CoRR, (2024)Joint Learning of Brain Lesion and Anatomy Segmentation from Heterogeneous Datasets., , и . MIDL, том 102 из Proceedings of Machine Learning Research, стр. 401-413. PMLR, (2019)Self-supervised Skull Reconstruction in Brain CT Images with Decompressive Craniectomy., , , , , , , , и . MICCAI (2), том 12262 из Lecture Notes in Computer Science, стр. 390-399. Springer, (2020)Towards Unraveling Calibration Biases in Medical Image Analysis., , , и . CLIP/FAIMI/EPIMI@MICCAI, том 14242 из Lecture Notes in Computer Science, стр. 132-141. Springer, (2023)Open Challenges on Fairness of Artificial Intelligence in Medical Imaging Applications., и . CoRR, (2024)Unsupervised ensemble-based phenotyping enhances discoverability of genes related to left-ventricular morphology., , , , , , , и . Nat. Mac. Intell., 6 (3): 291-306 (2024)