SVoRT: Iterative Transformer for Slice-to-Volume Registration in Fetal Brain MRI (English)
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In:
Medical Image Computing and Computer Assisted Intervention – MICCAI 2022
: 25th International Conference, Singapore, September 18–22, 2022, Proceedings, Part VI
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Chapter: 1
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3-13
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2022
- Article/Chapter (Book) / Electronic Resource
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Title:SVoRT: Iterative Transformer for Slice-to-Volume Registration in Fetal Brain MRI
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Additional title:Lect.Notes Computer
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Contributors:Wang, Linwei ( editor ) / Dou, Qi ( editor ) / Fletcher, P. Thomas ( editor ) / Speidel, Stefanie ( editor ) / Li, Shuo ( editor ) / Xu, Junshen ( author ) / Moyer, Daniel ( author ) / Grant, P. Ellen ( author ) / Golland, Polina ( author ) / Iglesias, Juan Eugenio ( author )
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Conference:International Conference on Medical Image Computing and Computer-Assisted Intervention ; 2022 ; Singapore, Singapore
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Published in:Medical Image Computing and Computer Assisted Intervention – MICCAI 2022 : 25th International Conference, Singapore, September 18–22, 2022, Proceedings, Part VI ; Chapter: 1 ; 3-13Lecture Notes in Computer Science ; 13436 ; 3-13
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Publisher:
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Place of publication:Cham
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Publication date:2022-09-17
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Size:11 pages
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ISBN:
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ISSN:
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DOI:
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Type of media:Article/Chapter (Book)
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Type of material:Electronic Resource
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Language:English
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Keywords:
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Source:
Table of contents eBook
The tables of contents are generated automatically and are based on the data records of the individual contributions available in the index of the TIB portal. The display of the Tables of Contents may therefore be incomplete.
- 1
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SVoRT: Iterative Transformer for Slice-to-Volume Registration in Fetal Brain MRIXu, Junshen / Moyer, Daniel / Grant, P. Ellen / Golland, Polina / Iglesias, Juan Eugenio / Adalsteinsson, Elfar et al. | 2022
- 2
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Double-Uncertainty Guided Spatial and Temporal Consistency Regularization Weighting for Learning-Based Abdominal RegistrationXu, Zhe / Luo, Jie / Lu, Donghuan / Yan, Jiangpeng / Frisken, Sarah / Jagadeesan, Jayender / Wells, William M. / Li, Xiu / Zheng, Yefeng / Tong, Raymond Kai-yu et al. | 2022
- 3
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Unsupervised Deformable Image Registration with Absent Correspondences in Pre-operative and Post-recurrence Brain Tumor MRI ScansMok, Tony C. W. / Chung, Albert C. S. et al. | 2022
- 4
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On the Dataset Quality Control for Image Registration EvaluationLuo, Jie / Ma, Guangshen / Haouchine, Nazim / Xu, Zhe / Wang, Yixin / Kapur, Tina / Ning, Lipeng / Wells, William M. / Frisken, Sarah et al. | 2022
- 5
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Dual-Branch Squeeze-Fusion-Excitation Module for Cross-Modality Registration of Cardiac SPECT and CTChen, Xiongchao / Zhou, Bo / Xie, Huidong / Guo, Xueqi / Zhang, Jiazhen / Sinusas, Albert J. / Onofrey, John A. / Liu, Chi et al. | 2022
- 6
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Embedding Gradient-Based Optimization in Image Registration NetworksQiu, Huaqi / Hammernik, Kerstin / Qin, Chen / Chen, Chen / Rueckert, Daniel et al. | 2022
- 7
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ContraReg: Contrastive Learning of Multi-modality Unsupervised Deformable Image RegistrationDey, Neel / Schlemper, Jo / Salehi, Seyed Sadegh Mohseni / Zhou, Bo / Gerig, Guido / Sofka, Michal et al. | 2022
- 8
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Swin-VoxelMorph: A Symmetric Unsupervised Learning Model for Deformable Medical Image Registration Using Swin TransformerZhu, Yongpei / Lu, Shi et al. | 2022
- 9
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Non-iterative Coarse-to-Fine Registration Based on Single-Pass Deep Cumulative LearningMeng, Mingyuan / Bi, Lei / Feng, Dagan / Kim, Jinman et al. | 2022
- 10
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DSR: Direct Simultaneous Registration for Multiple 3D ImagesMao, Zhehua / Zhao, Liang / Huang, Shoudong / Fan, Yiting / Lee, Alex P. W. et al. | 2022
- 11
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Multi-modal Retinal Image Registration Using a Keypoint-Based Vessel Structure Aligning NetworkSindel, Aline / Hohberger, Bettina / Maier, Andreas / Christlein, Vincent et al. | 2022
- 12
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A Deep-Discrete Learning Framework for Spherical Surface RegistrationSuliman, Mohamed A. / Williams, Logan Z. J. / Fawaz, Abdulah / Robinson, Emma C. et al. | 2022
- 13
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Privacy Preserving Image RegistrationTaiello, Riccardo / Önen, Melek / Humbert, Olivier / Lorenzi, Marco et al. | 2022
- 14
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Deformer: Towards Displacement Field Learning for Unsupervised Medical Image RegistrationChen, Jiashun / Lu, Donghuan / Zhang, Yu / Wei, Dong / Ning, Munan / Shi, Xinyu / Xu, Zhe / Zheng, Yefeng et al. | 2022
- 15
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End-to-End Multi-Slice-to-Volume Concurrent Registration and Multimodal GenerationLeroy, Amaury / Lerousseau, Marvin / Henry, Théophraste / Cafaro, Alexandre / Paragios, Nikos / Grégoire, Vincent / Deutsch, Eric et al. | 2022
- 16
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Fast Spherical Mapping of Cortical Surface Meshes Using Deep Unsupervised LearningZhao, Fenqiang / Wu, Zhengwang / Wang, Li / Lin, Weili / Li, Gang et al. | 2022
- 17
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Learning-Based US-MR Liver Image Registration with Spatial PriorsZeng, Qi / Mohammed, Shahed / Pang, Emily H. T. / Schneider, Caitlin / Honarvar, Mohammad / Lobo, Julio / Hu, Changhong / Jago, James / Ng, Gary / Rohling, Robert et al. | 2022
- 18
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Unsupervised Deep Non-rigid Alignment by Low-Rank Loss and Multi-input AttentionAsanomi, Takanori / Nishimura, Kazuya / Song, Heon / Hayashida, Junya / Sekiguchi, Hiroyuki / Yagi, Takayuki / Sato, Imari / Bise, Ryoma et al. | 2022
- 19
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Transformer Lesion TrackerTang, Wen / Kang, Han / Zhang, Haoyue / Yu, Pengxin / Arnold, Corey W. / Zhang, Rongguo et al. | 2022
- 20
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LiftReg: Limited Angle 2D/3D Deformable RegistrationTian, Lin / Lee, Yueh Z. / San José Estépar, Raúl / Niethammer, Marc et al. | 2022
- 21
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XMorpher: Full Transformer for Deformable Medical Image Registration via Cross AttentionShi, Jiacheng / He, Yuting / Kong, Youyong / Coatrieux, Jean-Louis / Shu, Huazhong / Yang, Guanyu / Li, Shuo et al. | 2022
- 22
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Weakly-Supervised Biomechanically-Constrained CT/MRI Registration of the SpineJian, Bailiang / Azampour, Mohammad Farid / De Benetti, Francesca / Oberreuter, Johannes / Bukas, Christina / Gersing, Alexandra S. / Foreman, Sarah C. / Dietrich, Anna-Sophia / Rischewski, Jon / Kirschke, Jan S. et al. | 2022
- 23
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Collaborative Quantization Embeddings for Intra-subject Prostate MR Image RegistrationShen, Ziyi / Yang, Qianye / Shen, Yuming / Giganti, Francesco / Stavrinides, Vasilis / Fan, Richard / Moore, Caroline / Rusu, Mirabela / Sonn, Geoffrey / Torr, Philip et al. | 2022
- 24
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Mesh-Based 3D Motion Tracking in Cardiac MRI Using Deep LearningMeng, Qingjie / Bai, Wenjia / Liu, Tianrui / O’Regan, Declan P. / Rueckert, Daniel et al. | 2022
- 25
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Data-Driven Multi-modal Partial Medical Image Preregistration by Template Space Patch MappingXia, Ding / Yang, Xi / van Kaick, Oliver / Kin, Taichi / Igarashi, Takeo et al. | 2022
- 26
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Global Multi-modal 2D/3D Registration via Local Descriptors LearningMarkova, Viktoria / Ronchetti, Matteo / Wein, Wolfgang / Zettinig, Oliver / Prevost, Raphael et al. | 2022
- 27
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Adapting the Mean Teacher for Keypoint-Based Lung Registration Under Geometric Domain ShiftsBigalke, Alexander / Hansen, Lasse / Heinrich, Mattias P. et al. | 2022
- 28
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DisQ: Disentangling Quantitative MRI Mapping of the HeartYang, Changchun / Zhao, Yidong / Huang, Lu / Xia, Liming / Tao, Qian et al. | 2022
- 29
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Learning Iterative Optimisation for Deformable Image Registration of Lung CT with Recurrent Convolutional NetworksFalta, Fenja / Hansen, Lasse / Heinrich, Mattias P. et al. | 2022
- 30
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Electron Microscope Image Registration Using Laplacian Sharpening Transformer U-NetXie, Kunzi / Yang, Yixing / Pagnucco, Maurice / Song, Yang et al. | 2022
- 31
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Undersampled MRI Reconstruction with Side Information-Guided NormalisationLiu, Xinwen / Wang, Jing / Peng, Cheng / Chandra, Shekhar S. / Liu, Feng / Zhou, S. Kevin et al. | 2022
- 32
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Noise2SR: Learning to Denoise from Super-Resolved Single Noisy Fluorescence ImageTian, Xuanyu / Wu, Qing / Wei, Hongjiang / Zhang, Yuyao et al. | 2022
- 33
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RPLHR-CT Dataset and Transformer Baseline for Volumetric Super-Resolution from CT ScansYu, Pengxin / Zhang, Haoyue / Kang, Han / Tang, Wen / Arnold, Corey W. / Zhang, Rongguo et al. | 2022
- 34
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A Learnable Variational Model for Joint Multimodal MRI Reconstruction and SynthesisBian, Wanyu / Zhang, Qingchao / Ye, Xiaojing / Chen, Yunmei et al. | 2022
- 35
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Autofocusing+: Noise-Resilient Motion Correction in Magnetic Resonance ImagingKuzmina, Ekaterina / Razumov, Artem / Rogov, Oleg Y. / Adalsteinsson, Elfar / White, Jacob / Dylov, Dmitry V. et al. | 2022
- 36
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Tagged-MRI Sequence to Audio Synthesis via Self Residual Attention Guided Heterogeneous TranslatorLiu, Xiaofeng / Xing, Fangxu / Prince, Jerry L. / Zhuo, Jiachen / Stone, Maureen / El Fakhri, Georges / Woo, Jonghye et al. | 2022
- 37
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Only-Train-Once MR Fingerprinting for Magnetization Transfer Contrast QuantificationKang, Beomgu / Heo, Hye-Young / Park, HyunWook et al. | 2022
- 38
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AutoGAN-Synthesizer: Neural Architecture Search for Cross-Modality MRI SynthesisHu, Xiaobin / Shen, Ruolin / Luo, Donghao / Tai, Ying / Wang, Chengjie / Menze, Bjoern H. et al. | 2022
- 39
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Multi-scale Super-Resolution Magnetic Resonance Spectroscopic Imaging with Adjustable SharpnessDong, Siyuan / Hangel, Gilbert / Bogner, Wolfgang / Widhalm, Georg / Rössler, Karl / Trattnig, Siegfried / You, Chenyu / de Graaf, Robin / Onofrey, John A. / Duncan, James S. et al. | 2022
- 40
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Progressive Subsampling for Oversampled Data - Application to Quantitative MRIBlumberg, Stefano B. / Lin, Hongxiang / Grussu, Francesco / Zhou, Yukun / Figini, Matteo / Alexander, Daniel C. et al. | 2022
- 41
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Deep-Learning Based T1 and T2 Quantification from Undersampled Magnetic Resonance Fingerprinting Data to Track Tracer Kinetics in Small Laboratory AnimalsGu, Yuning / Pan, Yongsheng / Fang, Zhenghan / Zhang, Jingyang / Xue, Peng / Liu, Mianxin / Zhu, Yuran / Ma, Lei / Androjna, Charlie / Yu, Xin et al. | 2022
- 42
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NAF: Neural Attenuation Fields for Sparse-View CBCT ReconstructionZha, Ruyi / Zhang, Yanhao / Li, Hongdong et al. | 2022
- 43
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UASSR: Unsupervised Arbitrary Scale Super-Resolution Reconstruction of Single Anisotropic 3D Images via Disentangled Representation LearningWang, Jiale / Wang, Runze / Tao, Rong / Zheng, Guoyan et al. | 2022
- 44
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WavTrans: Synergizing Wavelet and Cross-Attention Transformer for Multi-contrast MRI Super-ResolutionLi, Guangyuan / Lyu, Jun / Wang, Chengyan / Dou, Qi / Qin, Jing et al. | 2022
- 45
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DuDoCAF: Dual-Domain Cross-Attention Fusion with Recurrent Transformer for Fast Multi-contrast MR ImagingLyu, Jun / Sui, Bin / Wang, Chengyan / Tian, Yapeng / Dou, Qi / Qin, Jing et al. | 2022
- 46
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Weakly Supervised MR-TRUS Image Synthesis for Brachytherapy of Prostate CancerPang, Yunkui / Chen, Xu / Huang, Yunzhi / Yap, Pew-Thian / Lian, Jun et al. | 2022
- 47
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Domain-Adaptive 3D Medical Image Synthesis: An Efficient Unsupervised ApproachHu, Qingqiao / Li, Hongwei / Zhang, Jianguo et al. | 2022
- 48
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What Can We Learn About a Generated Image Corrupting Its Latent Representation?Tomczak, Agnieszka / Gupta, Aarushi / Ilic, Slobodan / Navab, Nassir / Albarqouni, Shadi et al. | 2022
- 49
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3D CVT-GAN: A 3D Convolutional Vision Transformer-GAN for PET ReconstructionZeng, Pinxian / Zhou, Luping / Zu, Chen / Zeng, Xinyi / Jiao, Zhengyang / Wu, Xi / Zhou, Jiliu / Shen, Dinggang / Wang, Yan et al. | 2022
- 50
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Classification-Aided High-Quality PET Image Synthesis via Bidirectional Contrastive GAN with Shared Information MaximizationFei, Yuchen / Zu, Chen / Jiao, Zhengyang / Wu, Xi / Zhou, Jiliu / Shen, Dinggang / Wang, Yan et al. | 2022
- 51
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Swin Deformable Attention U-Net Transformer (SDAUT) for Explainable Fast MRIHuang, Jiahao / Xing, Xiaodan / Gao, Zhifan / Yang, Guang et al. | 2022
- 52
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Low-Dose CT Reconstruction via Dual-Domain Learning and Controllable ModulationYe, Xinchen / Sun, Zheng / Xu, Rui / Wang, Zhihui / Li, Haojie et al. | 2022
- 53
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Graph-Based Compression of Incomplete 3D Photoacoustic DataLiao, Weihang / Zheng, Yinqiang / Kajita, Hiroki / Kishi, Kazuo / Sato, Imari et al. | 2022
- 54
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DS\documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$^3$$\end{document}-Net: Difficulty-Perceived Common-to-T1ce Semi-supervised Multimodal MRI Synthesis NetworkHuang, Ziqi / Lin, Li / Cheng, Pujin / Pan, Kai / Tang, Xiaoying et al. | 2022
- 55
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Invertible Sharpening Network for MRI Reconstruction EnhancementDong, Siyuan / Chen, Eric Z. / Zhao, Lin / Chen, Xiao / Liu, Yikang / Chen, Terrence / Sun, Shanhui et al. | 2022
- 56
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Analyzing and Improving Low Dose CT Denoising Network via HU Level SlicingBera, Sutanu / Biswas, Prabir Kumar et al. | 2022
- 57
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Spatio-Temporal Motion Correction and Iterative Reconstruction of In-Utero Fetal fMRITaymourtash, Athena / Kebiri, Hamza / Schwartz, Ernst / Nenning, Karl-Heinz / Tourbier, Sébastien / Kasprian, Gregor / Prayer, Daniela / Bach Cuadra, Meritxell / Langs, Georg et al. | 2022
- 58
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Deep Filter Bank Regression for Super-Resolution of Anisotropic MR Brain ImagesRemedios, Samuel W. / Han, Shuo / Xue, Yuan / Carass, Aaron / Tran, Trac D. / Pham, Dzung L. / Prince, Jerry L. et al. | 2022
- 59
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Towards Performant and Reliable Undersampled MR Reconstruction via Diffusion Model SamplingPeng, Cheng / Guo, Pengfei / Zhou, S. Kevin / Patel, Vishal M. / Chellappa, Rama et al. | 2022
- 60
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Patch-Wise Deep Metric Learning for Unsupervised Low-Dose CT DenoisingJung, Chanyong / Lee, Joonhyung / You, Sunkyoung / Ye, Jong Chul et al. | 2022
- 61
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BMD-GAN: Bone Mineral Density Estimation Using X-Ray Image Decomposition into Projections of Bone-Segmented Quantitative Computed Tomography Using Hierarchical LearningGu, Yi / Otake, Yoshito / Uemura, Keisuke / Soufi, Mazen / Takao, Masaki / Sugano, Nobuhiko / Sato, Yoshinobu et al. | 2022
- 62
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Measurement-Conditioned Denoising Diffusion Probabilistic Model for Under-Sampled Medical Image ReconstructionXie, Yutong / Li, Quanzheng et al. | 2022
- 63
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Orientation-Shared Convolution Representation for CT Metal Artifact LearningWang, Hong / Xie, Qi / Li, Yuexiang / Huang, Yawen / Meng, Deyu / Zheng, Yefeng et al. | 2022
- 64
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MRI Reconstruction by Completing Under-sampled K-space Data with Learnable Fourier InterpolationDing, Qiaoqiao / Zhang, Xiaoqun et al. | 2022
- 65
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Learning-Based and Unrolled Motion-Compensated Reconstruction for Cardiac MR CINE ImagingPan, Jiazhen / Rueckert, Daniel / Küstner, Thomas / Hammernik, Kerstin et al. | 2022
- 66
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Accelerated Pseudo 3D Dynamic Speech MR Imaging at 3T Using Unsupervised Deep Variational Manifold LearningRusho, Rushdi Zahid / Zou, Qing / Alam, Wahidul / Erattakulangara, Subin / Jacob, Mathews / Lingala, Sajan Goud et al. | 2022
- 67
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FSE Compensated Motion Correction for MRI Using Data Driven MethodsLevac, Brett / Kumar, Sidharth / Kardonik, Sofia / Tamir, Jonathan I. et al. | 2022
- 68
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Personalized dMRI Harmonization on Cortical SurfaceXia, Yihao / Shi, Yonggang et al. | 2022
- 69
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A Projection-Based K-space Transformer Network for Undersampled Radial MRI Reconstruction with Limited Training SubjectsGao, Chang / Shih, Shu-Fu / Finn, J. Paul / Zhong, Xiaodong et al. | 2022
- 70
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Scale-Equivariant Unrolled Neural Networks for Data-Efficient Accelerated MRI ReconstructionGunel, Beliz / Sahiner, Arda / Desai, Arjun D. / Chaudhari, Akshay S. / Vasanawala, Shreyas / Pilanci, Mert / Pauly, John et al. | 2022
- 71
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DDPNet: A Novel Dual-Domain Parallel Network for Low-Dose CT ReconstructionGe, Rongjun / He, Yuting / Xia, Cong / Sun, Hailong / Zhang, Yikun / Hu, Dianlin / Chen, Sijie / Chen, Yang / Li, Shuo / Zhang, Daoqiang et al. | 2022
- 72
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Mapping in Cycles: Dual-Domain PET-CT Synthesis Framework with Cycle-Consistent ConstraintsZhang, Jiadong / Cui, Zhiming / Jiang, Caiwen / Zhang, Jingyang / Gao, Fei / Shen, Dinggang et al. | 2022
- 73
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Optimal MRI Undersampling Patterns for Pathology LocalizationRazumov, Artem / Rogov, Oleg Y. / Dylov, Dmitry V. et al. | 2022
- 74
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Sensor Geometry Generalization to Untrained Conditions in Quantitative Ultrasound ImagingOh, SeokHwan / Kim, Myeong-Gee / Kim, Youngmin / Jung, Guil / Kwon, Hyuksool / Bae, Hyeon-Min et al. | 2022
- 75
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A Transformer-Based Iterative Reconstruction Model for Sparse-View CT ReconstructionXia, Wenjun / Yang, Ziyuan / Zhou, Qizheng / Lu, Zexin / Wang, Zhongxian / Zhang, Yi et al. | 2022