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Brain Tumor Segmentation with Self-ensembled, Deeply-Supervised 3D U-Net Neural Networks: A BraTS 2020 Challenge Solution.

, , , , , , and . BrainLes@MICCAI (1), volume 12658 of Lecture Notes in Computer Science, page 327-339. Springer, (2020)

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AI-driven quantification, staging and outcome prediction of COVID-19 pneumonia., , , , , , , , , and 9 other author(s). Medical Image Anal., (2021)Brain tumor segmentation with self-ensembled, deeply-supervised 3D U-net neural networks: a BraTS 2020 challenge solution., , , , , , and . CoRR, (2020)Multimodal Brain Tumor Classification., , and . BrainLes@MICCAI (2), volume 12659 of Lecture Notes in Computer Science, page 475-486. Springer, (2020)High-Particle Simulation of Monte-Carlo Dose Distribution with 3D ConvLSTMs., , , , , and . MICCAI (4), volume 12904 of Lecture Notes in Computer Science, page 499-508. Springer, (2021)Differentiable Gamma Index-Based Loss Functions: Accelerating Monte-Carlo Radiotherapy Dose Simulation., , , , , , and . IPMI, volume 13939 of Lecture Notes in Computer Science, page 485-496. Springer, (2023)Deep Learning-Based Concurrent Brain Registration and Tumor Segmentation., , , , , , , , , and 4 other author(s). Frontiers Comput. Neurosci., (2020)Cancer Gene Profiling through Unsupervised Discovery., , , , , , , , , and 2 other author(s). CoRR, (2021)MICS : Multi-steps, Inverse Consistency and Symmetric deep learning registration network., , , , , , , and . CoRR, (2021)Deep Learning Based Registration Using Spatial Gradients and Noisy Segmentation Labels., , , , , , , , and . MICCAI (Challenges), volume 12587 of Lecture Notes in Computer Science, page 87-93. Springer, (2020)Exploring Deep Registration Latent Spaces., , , , , , , , , and 1 other author(s). DART/FAIR@MICCAI, volume 12968 of Lecture Notes in Computer Science, page 112-122. Springer, (2021)