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Brain tumor segmentation with self-ensembled, deeply-supervised 3D U-net neural networks: a BraTS 2020 challenge solution.

, , , , , , и . CoRR, (2020)

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Antoine Carré

Matthieu Carré

Carlos Alberto Carrero Marquez

Josette Carré-Beier

René Carreño-Olejua

 

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Brain tumor segmentation with self-ensembled, deeply-supervised 3D U-net neural networks: a BraTS 2020 challenge solution., , , , , , и . CoRR, (2020)Radiomics and Artificial Intelligence Applied to Conventional MRI: Towards Personalized Treatment of Brain Tumors. (Radiomique et intelligence artificielle appliquées à l'imagerie IRM anatomique: vers un traitement personnalisé des tumeurs cérébrales).. University of Paris-Saclay, France, (2021)Deep Learning-Based Concurrent Brain Registration and Tumor Segmentation., , , , , , , , , и 4 other автор(ы). Frontiers Comput. Neurosci., (2020)Cancer Gene Profiling through Unsupervised Discovery., , , , , , , , , и 2 other автор(ы). CoRR, (2021)Deep Learning Based Registration Using Spatial Gradients and Noisy Segmentation Labels., , , , , , , , и . MICCAI (Challenges), том 12587 из Lecture Notes in Computer Science, стр. 87-93. Springer, (2020)Weakly Supervised Multiple Instance Learning Histopathological Tumor Segmentation., , , , , , , , , и . MICCAI (5), том 12265 из Lecture Notes in Computer Science, стр. 470-479. Springer, (2020)COMBING: Clustering in Oncology for Mathematical and Biological Identification of Novel Gene Signatures., , , , , , , , , и 2 other автор(ы). IEEE ACM Trans. Comput. Biol. Bioinform., 19 (6): 3317-3331 (2022)U-ReSNet: Ultimate Coupling of Registration and Segmentation with Deep Nets., , , , , , , , , и 2 other автор(ы). MICCAI (3), том 11766 из Lecture Notes in Computer Science, стр. 310-319. Springer, (2019)Automatic Brain Tumor Segmentation with a Bridge-Unet Deeply Supervised Enhanced with Downsampling Pooling Combination, Atrous Spatial Pyramid Pooling, Squeeze-and-Excitation and EvoNorm., , и . BrainLes@MICCAI (2), том 12963 из Lecture Notes in Computer Science, стр. 253-266. Springer, (2021)Brain Tumor Segmentation with Self-ensembled, Deeply-Supervised 3D U-Net Neural Networks: A BraTS 2020 Challenge Solution., , , , , , и . BrainLes@MICCAI (1), том 12658 из Lecture Notes in Computer Science, стр. 327-339. Springer, (2020)