A curated list of awesome 3D medical image registration algorithms, articles, software and resources.
- An overview of deep learning in medical imaging focusing on MRI (Zeitschrift für Medizinische Physik, 2019), Alexander Selvikvag Lundervoldab and Arvid Lundervold, pdf
- Deep Learning in Medical Image Registration: A Survey (arXiv, 2019), Grant Haskins, Uwe Kruger, Pingkun Yan, pdf
- Deep Learning in Medical Image Registration: A Review (arXiv, 2019),Yabo Fu, Yang Lei, Tonghe Wang, Walter J. Curran, Tian Liu, Xiaofeng Yang, pdf
- A Review on Medical Image Registration as an Optimization Problem (Current Medical Imaging Reviews , 2017), Guoli Song et al., RG
- Unsupervised 3D End-to-End Medical ImageRegistration with Volume Tweening Network (arXiv, 2019), Lau et al., arXiv
- Deformable Medical Image Registration Using a Randomly-Initialized CNN as Regularization Prior (MILD, 2019), Laves et al., Open Review
- Deformable Medical Image Registration Using a Randomly-Initialized CNN as Regularization Prior (arXiv, 2019), Simonovsky et al., pdf
- Weakly-supervised convolutional neural networks for multimodal image registration (Medical Image Analysis, 2018), Yipeng et al., pdf
- Y. Hu, M. Modat, E. Gibson, W. Li, N. Ghavami, E. Bonmati, G. Wang,S. Bandula, C. M. Moore, M. Embertonet al., “Weakly-supervised con-volutional neural networks for multimodal image registration,”Medicalimage analysis, vol. 49, pp. 1–13, 2018.[44] - Y. Hu, M. Modat, E. Gibson, N. Ghavami, E. Bonmati, C. M. Moore,M. Emberton, J. A. Noble, D. C. Barratt, and T. Vercauteren, “Label-driven weakly-supervised learning for multimodal deformable imageregistration,” inBiomedical Imaging (ISBI 2018), 2018 IEEE 15thInternational Symposium on.
- A Deep Metric for Multimodal Registration (arXiv, 2019), Lau et al., arXiv
- PCANet-Based Structural Representation forNonrigid Multimodal Medical Image Registration (Sensors, 2019), Zhu et al., pdf
- Learning interpretable multi-modal features for alignment with supervised iterative descent (MIDL, 2019), Blendowski et al., Open Review
- [Awesome Deep-Learning-for-Medical-Applications (https://github.com/albarqouni/Deep-Learning-for-Medical-Applications/)
- PapersWithCode: Medical Image registration
- PapersWithCode: Image registration
- Shawn Yuen's list
- Awesome GANs in medical image analysis
- Duoduo Qian's medical image registration resources
- sfikas's medical imaging datasets
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