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Structured Knowledge Graphs for Classifying Unseen Patterns in Radiographs.

, , , , , , , and . GeoMedIA, volume 194 of Proceedings of Machine Learning Research, page 45-60. PMLR, (2022)

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clDice - a Topology-Preserving Loss Function for Tubular Structure Segmentation., , , , , , , , and . CoRR, (2020)Whole Brain Vasculature Analysis Using Advanced Learning Models (Fortgeschrittene Machine Learning Konzepte für die Analyse der Blutgefäße des Hirns). Technical University of Munich, Germany, (2023)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)A Baseline for Predicting Glioblastoma Patient Survival Time with Classical Statistical Models and Primitive Features Ignoring Image Information., , , , , , , , and . BrainLes@MICCAI (1), volume 11992 of Lecture Notes in Computer Science, page 254-261. Springer, (2019)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)DiamondGAN: Unified Multi-modal Generative Adversarial Networks for MRI Sequences Synthesis., , , , , , , and . MICCAI (4), volume 11767 of Lecture Notes in Computer Science, page 795-803. Springer, (2019)Clustering Disease Trajectories in Contrastive Feature Space for Biomarker Proposal in Age-Related Macular Degeneration., , , , , , , , , and 5 other author(s). MICCAI (7), volume 14226 of Lecture Notes in Computer Science, page 724-734. Springer, (2023)Automated Analysis of Diabetic Retinopathy Using Vessel Segmentation Maps as Inductive Bias., , , , and . MIDOG/DRAC@MICCAI, volume 13597 of Lecture Notes in Computer Science, page 16-25. Springer, (2022)Learn-Morph-Infer: A new way of solving the inverse problem for brain tumor modeling., , , , , , , , , and 5 other author(s). Medical Image Anal., (2023)