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Biomedical Image Registration, Domain Generalisation and Out-of-Distribution Analysis [2022]
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Domain Adversarial RetinaNet as a Reference Algorithm for the MItosis DOmain Generalization Challenge
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Assessing Domain Adaptation Techniques for Mitosis Detection in Multi-scanner Breast Cancer Histopathology Images
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Domain-Robust Mitotic Figure Detection with Style Transfer
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Two-Step Domain Adaptation for Mitotic Cell Detection in Histopathology Images
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Domain-Specific Cycle-GAN Augmentation Improves Domain Generalizability for Mitosis Detection
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Stain-Robust Mitotic Figure Detection for the Mitosis Domain Generalization Challenge
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MitoDet: Simple and Robust Mitosis Detection
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Multi-source Domain Adaptation Using Gradient Reversal Layer for Mitotic Cell Detection
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Rotation Invariance and Extensive Data Augmentation: A Strategy for the MItosis DOmain Generalization (MIDOG) Challenge
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Detecting Mitosis Against Domain Shift Using a Fused Detector and Deep Ensemble Classification Model for MIDOG Challenge
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Domain Adaptive Cascade R-CNN for MItosis DOmain Generalization (MIDOG) Challenge
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Domain Generalisation for Mitosis Detection Exploting Preprocessing Homogenizers
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Cascade R-CNN for MIDOG Challenge
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Sk-Unet Model with Fourier Domain for Mitosis Detection
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Self-supervised 3D Out-of-Distribution Detection via Pseudoanomaly Generation
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Self-supervised Medical Out-of-Distribution Using U-Net Vision Transformers
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SS3D: Unsupervised Out-of-Distribution Detection and Localization for Medical Volumes
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MetaDetector: Detecting Outliers by Learning to Learn from Self-supervision
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AutoSeg - Steering the Inductive Biases for Automatic Pathology Segmentation
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Deformable Registration of Brain MR Images via a Hybrid Loss
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Fraunhofer MEVIS Image Registration Solutions for the Learn2Reg 2021 Challenge
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Unsupervised Volumetric Displacement Fields Using Cost Function Unrolling
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Conditional Deep Laplacian Pyramid Image Registration Network in Learn2Reg Challenge
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The Learn2Reg 2021 MICCAI Grand Challenge (PIMed Team)
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Fast 3D Registration with Accurate Optimisation and Little Learning for Learn2Reg 2021
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Progressive and Coarse-to-Fine Network for Medical Image Registration Across Phases, Modalities and Patients
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Semi-supervised Multilevel Symmetric Image Registration Method for Magnetic Resonance Whole Brain Images