Evaluation of the Robustness of Learned MR Image Reconstruction to Systematic Deviations Between Training and Test Data for the Models from the fastMRI Challenge (English)
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In:
Machine Learning for Medical Image Reconstruction
: 4th International Workshop, MLMIR 2021, Held in Conjunction with MICCAI 2021, Strasbourg, France, October 1, 2021, Proceedings
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Chapter: 3
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25-34
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2021
- Article/Chapter (Book) / Electronic Resource
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Title:Evaluation of the Robustness of Learned MR Image Reconstruction to Systematic Deviations Between Training and Test Data for the Models from the fastMRI Challenge
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Additional title:Lect.Notes Computer
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Contributors:Haq, Nandinee ( editor ) / Johnson, Patricia ( editor ) / Maier, Andreas ( editor ) / Würfl, Tobias ( editor ) / Yoo, Jaejun ( editor ) / Johnson, Patricia M. ( author ) / Jeong, Geunu ( author ) / Hammernik, Kerstin ( author ) / Schlemper, Jo ( author ) / Qin, Chen ( author )
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Conference:International Workshop on Machine Learning for Medical Image Reconstruction ; 2021 ; Strasbourg, France
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Published in:Machine Learning for Medical Image Reconstruction : 4th International Workshop, MLMIR 2021, Held in Conjunction with MICCAI 2021, Strasbourg, France, October 1, 2021, Proceedings ; Chapter: 3 ; 25-34Lecture Notes in Computer Science ; 12964 ; 25-34
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Publisher:
- New search for: Springer International Publishing
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Place of publication:Cham
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Publication date:2021-09-25
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Size:10 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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HyperRecon: Regularization-Agnostic CS-MRI Reconstruction with HypernetworksWang, Alan Q. / Dalca, Adrian V. / Sabuncu, Mert R. et al. | 2021
- 2
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Efficient Image Registration Network for Non-Rigid Cardiac Motion EstimationPan, Jiazhen / Rueckert, Daniel / Küstner, Thomas / Hammernik, Kerstin et al. | 2021
- 3
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Evaluation of the Robustness of Learned MR Image Reconstruction to Systematic Deviations Between Training and Test Data for the Models from the fastMRI ChallengeJohnson, Patricia M. / Jeong, Geunu / Hammernik, Kerstin / Schlemper, Jo / Qin, Chen / Duan, Jinming / Rueckert, Daniel / Lee, Jingu / Pezzotti, Nicola / De Weerdt, Elwin et al. | 2021
- 4
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Self-supervised Dynamic MRI ReconstructionAcar, Mert / Çukur, Tolga / Öksüz, İlkay et al. | 2021
- 5
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A Simulation Pipeline to Generate Realistic Breast Images for Learning DCE-MRI ReconstructionHuang, Zhengnan / Bae, Jonghyun / Johnson, Patricia M. / Sood, Terlika / Heacock, Laura / Fogarty, Justin / Moy, Linda / Kim, Sungheon Gene / Knoll, Florian et al. | 2021
- 6
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Deep MRI Reconstruction with Generative Vision TransformersKorkmaz, Yilmaz / Yurt, Mahmut / Dar, Salman Ul Hassan / Özbey, Muzaffer / Cukur, Tolga et al. | 2021
- 7
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Distortion Removal and Deblurring of Single-Shot DWI MRI ScansRoy Choudhury, Ahana / Jambawalikar, Sachin R. / Kumar, Piyush / Bommireddy, Venkat Sumanth Reddy et al. | 2021
- 8
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One Network to Solve Them All: A Sequential Multi-task Joint Learning Network Framework for MR Imaging PipelineWang, Zhiwen / Xia, Wenjun / Lu, Zexin / Huang, Yongqiang / Liu, Yan / Chen, Hu / Zhou, Jiliu / Zhang, Yi et al. | 2021
- 9
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Physics-Informed Self-supervised Deep Learning Reconstruction for Accelerated First-Pass Perfusion Cardiac MRIMartín-González, Elena / Alskaf, Ebraham / Chiribiri, Amedeo / Casaseca-de-la-Higuera, Pablo / Alberola-López, Carlos / Nunes, Rita G. / Correia, Teresa et al. | 2021
- 10
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Noise2Stack: Improving Image Restoration by Learning from Volumetric DataPapkov, Mikhail / Roberts, Kenny / Madissoon, Lee Ann / Shilts, Jarrod / Bayraktar, Omer / Fishman, Dmytro / Palo, Kaupo / Parts, Leopold et al. | 2021
- 11
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Real-Time Video Denoising to Reduce Ionizing Radiation Exposure in Fluoroscopic ImagingVan Veen, Dave / Duffy, Ben A. / Wang, Long / Datta, Keshav / Zhang, Tao / Zaharchuk, Greg / Gong, Enhao et al. | 2021
- 12
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A Frequency Domain Constraint for Synthetic and Real X-ray Image Super ResolutionMa, Qing / Koh, Jae Chul / Lee, WonSook et al. | 2021
- 13
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Semi- and Self-supervised Multi-view Fusion of 3D Microscopy Images Using Generative Adversarial NetworksYang, Canyu / Eschweiler, Dennis / Stegmaier, Johannes et al. | 2021