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Personalized Predictions of Glioblastoma Infiltration: Mathematical Models, Physics-Informed Neural Networks and Multimodal Scans.

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Where is VALDO? VAscular Lesions Detection and segmentatiOn challenge at MICCAI 2021., , , , , , , , , and 39 other author(s). CoRR, (2022)Semi-Implicit Neural Solver for Time-dependent Partial Differential Equations., , , , , , , , and . CoRR, (2021)Vesselformer: Towards Complete 3D Vessel Graph Generation from Images., , , , , , , and . MIDL, volume 227 of Proceedings of Machine Learning Research, page 320-331. PMLR, (2023)Generalized Wasserstein Dice Loss, Test-Time Augmentation, and Transformers for the BraTS 2021 Challenge., , , , , and . BrainLes@MICCAI (2), volume 12963 of Lecture Notes in Computer Science, page 187-196. Springer, (2021)A Robust Ensemble Algorithm for Ischemic Stroke Lesion Segmentation: Generalizability and Clinical Utility Beyond the ISLES Challenge., , , , , , , , , and 48 other author(s). CoRR, (2024)Physics-Regularized Multi-Modal Image Assimilation for Brain Tumor Localization., , , , , , , , , and . CoRR, (2024)clDice - a Topology-Preserving Loss Function for Tubular Structure Segmentation., , , , , , , , and . CoRR, (2020)FedPIDAvg: A PID Controller Inspired Aggregation Method for Federated Learning., , , and . BrainLes@MICCAI (2), volume 14092 of Lecture Notes in Computer Science, page 209-217. Springer, (2022)SRflow: Deep learning based super-resolution of 4D-flow MRI data., , , , , , and . Frontiers Artif. Intell., (2022)Velocity-To-Pressure (V2P) - Net: Inferring Relative Pressures from Time-Varying 3D Fluid Flow Velocities., , , , , , and . IPMI, volume 12729 of Lecture Notes in Computer Science, page 545-558. Springer, (2021)