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Biomedical Image Registration, Domain Generalisation and Out-of-Distribution Analysis [2022]

1
Domain Adversarial RetinaNet as a Reference Algorithm for the MItosis DOmain Generalization Challenge
2
Assessing Domain Adaptation Techniques for Mitosis Detection in Multi-scanner Breast Cancer Histopathology Images
3
Domain-Robust Mitotic Figure Detection with Style Transfer
4
Two-Step Domain Adaptation for Mitotic Cell Detection in Histopathology Images
5
Domain-Specific Cycle-GAN Augmentation Improves Domain Generalizability for Mitosis Detection
6
Stain-Robust Mitotic Figure Detection for the Mitosis Domain Generalization Challenge
7
MitoDet: Simple and Robust Mitosis Detection
8
Multi-source Domain Adaptation Using Gradient Reversal Layer for Mitotic Cell Detection
9
Rotation Invariance and Extensive Data Augmentation: A Strategy for the MItosis DOmain Generalization (MIDOG) Challenge
10
Detecting Mitosis Against Domain Shift Using a Fused Detector and Deep Ensemble Classification Model for MIDOG Challenge
11
Domain Adaptive Cascade R-CNN for MItosis DOmain Generalization (MIDOG) Challenge
12
Domain Generalisation for Mitosis Detection Exploting Preprocessing Homogenizers
13
Cascade R-CNN for MIDOG Challenge
14
Sk-Unet Model with Fourier Domain for Mitosis Detection
15
Self-supervised 3D Out-of-Distribution Detection via Pseudoanomaly Generation
16
Self-supervised Medical Out-of-Distribution Using U-Net Vision Transformers
17
SS3D: Unsupervised Out-of-Distribution Detection and Localization for Medical Volumes
18
MetaDetector: Detecting Outliers by Learning to Learn from Self-supervision
19
AutoSeg - Steering the Inductive Biases for Automatic Pathology Segmentation
20
Deformable Registration of Brain MR Images via a Hybrid Loss
21
Fraunhofer MEVIS Image Registration Solutions for the Learn2Reg 2021 Challenge
22
Unsupervised Volumetric Displacement Fields Using Cost Function Unrolling
23
Conditional Deep Laplacian Pyramid Image Registration Network in Learn2Reg Challenge
24
The Learn2Reg 2021 MICCAI Grand Challenge (PIMed Team)
25
Fast 3D Registration with Accurate Optimisation and Little Learning for Learn2Reg 2021
26
Progressive and Coarse-to-Fine Network for Medical Image Registration Across Phases, Modalities and Patients
27
Semi-supervised Multilevel Symmetric Image Registration Method for Magnetic Resonance Whole Brain Images
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