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4th DART@MICCAI 2022: Singapore
- Konstantinos Kamnitsas
, Lisa M. Koch, Mobarakol Islam, Ziyue Xu
Domain Adaptation and Representation Transfer - 4th MICCAI Workshop, DART 2022, Held in Conjunction with MICCAI 2022, Singapore, September 22, 2022, Proceedings. Lecture Notes in Computer Science 13542, Springer 2022, ISBN 978-3-031-16851-2 - Peter J. Bevan, Amir Atapour-Abarghouei:
Detecting Melanoma Fairly: Skin Tone Detection and Debiasing for Skin Lesion Classification. 1-11 - Dongao Ma
Benchmarking and Boosting Transformers for Medical Image Classification. 12-22 - Shaya Goodman, Hayit Greenspan, Jacob Goldberger:
Supervised Domain Adaptation Using Gradients Transfer for Improved Medical Image Analysis. 23-32 - Geetank Raipuria, Anu Shrivastava, Nitin Singhal:
Stain-AgLr: Stain Agnostic Learning for Computational Histopathology Using Domain Consistency and Stain Regeneration Loss. 33-44 - Azade Farshad, Anastasia Makarevich, Vasileios Belagiannis, Nassir Navab:
MetaMedSeg: Volumetric Meta-learning for Few-Shot Organ Segmentation. 45-55 - Shaya Goodman, Shira Kasten Serlin, Hayit Greenspan, Jacob Goldberger:
Unsupervised Site Adaptation by Intra-site Variability Alignment. 56-65 - Zuwei Guo, Nahid Ul Islam, Michael B. Gotway, Jianming Liang:
Discriminative, Restorative, and Adversarial Learning: Stepwise Incremental Pretraining. 66-76 - Jiaxuan Pang, Fatemeh Haghighi, Dongao Ma
POPAR: Patch Order Prediction and Appearance Recovery for Self-supervised Medical Image Analysis. 77-87 - Ivan Zakazov, Vladimir Shaposhnikov, Iaroslav Bespalov, Dmitry V. Dylov:
Feather-Light Fourier Domain Adaptation in Magnetic Resonance Imaging. 88-97 - Marawan Elbatel
Seamless Iterative Semi-supervised Correction of Imperfect Labels in Microscopy Images. 98-107 - Camila González
Task-Agnostic Continual Hippocampus Segmentation for Smooth Population Shifts. 108-118 - Rasha Sheikh
Adaptive Optimization with Fewer Epochs Improves Across-Scanner Generalization of U-Net Based Medical Image Segmentation. 119-128 - Junfei Xiao, Lequan Yu
CateNorm: Categorical Normalization for Robust Medical Image Segmentation. 129-146
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