Progressive anatomically constrained deep neural network for 3D deformable medical image registration

[1]  Qingyun Du,et al.  Robust registration for remote sensing images by combining and localizing feature- and area-based methods , 2019, ISPRS Journal of Photogrammetry and Remote Sensing.

[2]  Max A. Viergever,et al.  A deep learning framework for unsupervised affine and deformable image registration , 2018, Medical Image Anal..

[3]  Christos Davatzikos,et al.  Spatial Transformation and Registration of Brain Images Using Elastically Deformable Models , 1997, Comput. Vis. Image Underst..

[4]  Dinggang Shen,et al.  Joint Reconstruction and Segmentation of 7T-like MR Images from 3T MRI Based on Cascaded Convolutional Neural Networks , 2017, MICCAI.

[5]  Mert R. Sabuncu,et al.  An Unsupervised Learning Model for Deformable Medical Image Registration , 2018, 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition.

[6]  Arthur W. Toga,et al.  Construction of a 3D probabilistic atlas of human cortical structures , 2008, NeuroImage.

[7]  Shuicheng Yan,et al.  Scale-Aware Fast R-CNN for Pedestrian Detection , 2015, IEEE Transactions on Multimedia.

[8]  Yue Dong,et al.  Recursive Cascaded Networks for Unsupervised Medical Image Registration , 2019, 2019 IEEE/CVF International Conference on Computer Vision (ICCV).

[9]  Yong Fan,et al.  Non-rigid image registration using self-supervised fully convolutional networks without training data , 2018, 2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018).

[10]  Md. Jan Nordin,et al.  Deformation invariant image matching based on dissimilarity of spatial features , 2016, Neurocomputing.

[11]  Hervé Delingette,et al.  Robust Non-rigid Registration Through Agent-Based Action Learning , 2017, MICCAI.

[12]  Diego H. Milone,et al.  Learning Deformable Registration of Medical Images with Anatomical Constraints , 2020, Neural Networks.

[13]  Seyed Mostafa Mousavi Kahaki,et al.  Accurate registration of in vivo time-lapse images , 2019, Medical Imaging: Image Processing.

[14]  John Ashburner,et al.  A fast diffeomorphic image registration algorithm , 2007, NeuroImage.

[15]  Sébastien Ourselin,et al.  Weakly-supervised convolutional neural networks for multimodal image registration , 2018, Medical Image Anal..

[16]  Paul F. Whelan,et al.  Segmentation of the Left Ventricle of the Heart in 3-D+t MRI Data Using an Optimized Nonrigid Temporal Model , 2008, IEEE Transactions on Medical Imaging.

[17]  Alain Trouvé,et al.  Computing Large Deformation Metric Mappings via Geodesic Flows of Diffeomorphisms , 2005, International Journal of Computer Vision.

[18]  Hariharan Ravishankar,et al.  Learning and Incorporating Shape Models for Semantic Segmentation , 2017, MICCAI.

[19]  L. R. Dice.  Measures of the Amount of Ecologic Association Between Species , 1945 .

[20]  Brian B. Avants,et al.  Symmetric diffeomorphic image registration with cross-correlation: Evaluating automated labeling of elderly and neurodegenerative brain , 2008, Medical Image Anal..

[21]  Hans J. Johnson,et al.  Advanced Normalization Tools (ANTs) , 2020 .

[22]  Ruzena Bajcsy,et al.  Multiresolution elastic matching , 1989, Comput. Vis. Graph. Image Process..

[23]  Mert R. Sabuncu,et al.  VoxelMorph: A Learning Framework for Deformable Medical Image Registration , 2018, IEEE Transactions on Medical Imaging.

[24]  Lu Yuan,et al.  Rethinking Classification and Localization for Object Detection , 2020, 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

[25]  Ji Luo,et al.  Unsupervised 3D End-to-End Medical Image Registration With Volume Tweening Network , 2019, IEEE Journal of Biomedical and Health Informatics.

[26]  Maxime Sermesant,et al.  SVF-Net: Learning Deformable Image Registration Using Shape Matching , 2017, MICCAI.

[27]  Yi Yang,et al.  Attention to Scale: Scale-Aware Semantic Image Segmentation , 2015, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

[28]  Stefan Klein,et al.  SimpleElastix: A User-Friendly, Multi-lingual Library for Medical Image Registration , 2016, 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW).

[29]  Nikos Paragios,et al.  U-ReSNet: Ultimate Coupling of Registration and Segmentation with Deep Nets , 2019, MICCAI.

[30]  Marc Niethammer,et al.  Quicksilver: Fast predictive image registration – A deep learning approach , 2017, NeuroImage.

[31]  Martin Styner,et al.  Comparison and Evaluation of Methods for Liver Segmentation From CT Datasets , 2009, IEEE Transactions on Medical Imaging.

[32]  Boudewijn P. F. Lelieveldt,et al.  Nonrigid Image Registration Using Multi-scale 3D Convolutional Neural Networks , 2017, MICCAI.