Machine Learning for Medical Image Reconstruction - Lecture Notes in Computer Science
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(FIVE YEARS 15)

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(FIVE YEARS 1)

Published By Springer International Publishing

9783030615970, 9783030615987

Latest Documents Most Cited Documents Contributed Authors Related Sources Related Keywords

Deep Recurrent Partial Fourier Reconstruction in Diffusion MRI

Machine Learning for Medical Image Reconstruction - Lecture Notes in Computer Science ◽

10.1007/978-3-030-61598-7_4 ◽

2020 ◽

pp. 38-47

Author(s):

Fasil Gadjimuradov ◽

Thomas Benkert ◽

Marcel Dominik Nickel ◽

Andreas Maier

Keyword(s):

Diffusion Mri ◽

Fourier Reconstruction

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Improving PET-CT Image Segmentation via Deep Multi-modality Data Augmentation

Machine Learning for Medical Image Reconstruction - Lecture Notes in Computer Science ◽

10.1007/978-3-030-61598-7_14 ◽

2020 ◽

pp. 145-152

Author(s):

Kaiyi Cao ◽

Lei Bi ◽

Dagan Feng ◽

Jinman Kim

Keyword(s):

Image Segmentation ◽

Data Augmentation ◽

Ct Image ◽

Pet Ct

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AutoSyncoder: An Adversarial AutoEncoder Framework for Multimodal MRI Synthesis

Machine Learning for Medical Image Reconstruction - Lecture Notes in Computer Science ◽

10.1007/978-3-030-61598-7_10 ◽

2020 ◽

pp. 102-110

Author(s):

JayaChandra Raju ◽

Balamurali Murugesan ◽

Keerthi Ram ◽

Mohanasankar Sivaprakasam

Keyword(s):

Multimodal Mri

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Weakly-Supervised Learning for Single-Step Quantitative Susceptibility Mapping

Machine Learning for Medical Image Reconstruction - Lecture Notes in Computer Science ◽

10.1007/978-3-030-61598-7_7 ◽

2020 ◽

pp. 70-81

Author(s):

Juan Liu ◽

Kevin M. Koch

Keyword(s):

Supervised Learning ◽

Single Step ◽

Susceptibility Mapping ◽

Quantitative Susceptibility Mapping ◽

Weakly Supervised Learning ◽

Weakly Supervised

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Stain Style Transfer of Histopathology Images via Structure-Preserved Generative Learning

Machine Learning for Medical Image Reconstruction - Lecture Notes in Computer Science ◽

10.1007/978-3-030-61598-7_15 ◽

2020 ◽

pp. 153-162

Author(s):

Hanwen Liang ◽

Konstantinos N. Plataniotis ◽

Xingyu Li

Keyword(s):

Generative Learning ◽

Style Transfer ◽

Histopathology Images

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3D FLAT: Feasible Learned Acquisition Trajectories for Accelerated MRI

Machine Learning for Medical Image Reconstruction - Lecture Notes in Computer Science ◽

10.1007/978-3-030-61598-7_1 ◽

2020 ◽

pp. 3-16

Author(s):

Jonathan Alush-Aben ◽

Linor Ackerman-Schraier ◽

Tomer Weiss ◽

Sanketh Vedula ◽

Ortal Senouf ◽

...

Keyword(s):

Accelerated Mri

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Extending LOUPE for K-Space Under-Sampling Pattern Optimization in Multi-coil MRI

Machine Learning for Medical Image Reconstruction - Lecture Notes in Computer Science ◽

10.1007/978-3-030-61598-7_9 ◽

2020 ◽

pp. 91-101

Author(s):

Jinwei Zhang ◽

Hang Zhang ◽

Alan Wang ◽

Qihao Zhang ◽

Mert Sabuncu ◽

...

Keyword(s):

Under Sampling ◽

Sampling Pattern

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Learning Bloch Simulations for MR Fingerprinting by Invertible Neural Networks

Machine Learning for Medical Image Reconstruction - Lecture Notes in Computer Science ◽

10.1007/978-3-030-61598-7_6 ◽

2020 ◽

pp. 60-69

Author(s):

Fabian Balsiger ◽

Alain Jungo ◽

Olivier Scheidegger ◽

Benjamin Marty ◽

Mauricio Reyes

Keyword(s):

Neural Networks

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Deep Parallel MRI Reconstruction Network Without Coil Sensitivities

Machine Learning for Medical Image Reconstruction - Lecture Notes in Computer Science ◽

10.1007/978-3-030-61598-7_2 ◽

2020 ◽

pp. 17-26

Author(s):

Wanyu Bian ◽

Yunmei Chen ◽

Xiaojing Ye

Keyword(s):

Parallel Mri ◽

Mri Reconstruction ◽

Parallel Mri Reconstruction

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Neural Network-Based Reconstruction in Compressed Sensing MRI Without Fully-Sampled Training Data

Machine Learning for Medical Image Reconstruction - Lecture Notes in Computer Science ◽

10.1007/978-3-030-61598-7_3 ◽

2020 ◽

pp. 27-37

Author(s):

Alan Q. Wang ◽

Adrian V. Dalca ◽

Mert R. Sabuncu

Keyword(s):

Neural Network ◽

Compressed Sensing ◽

Training Data

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Machine Learning for Medical Image Reconstruction - Lecture Notes in Computer ScienceLatest Publications

TOTAL DOCUMENTS

H-INDEX

Published By Springer International Publishing

Deep Recurrent Partial Fourier Reconstruction in Diffusion MRI

Improving PET-CT Image Segmentation via Deep Multi-modality Data Augmentation

AutoSyncoder: An Adversarial AutoEncoder Framework for Multimodal MRI Synthesis

Weakly-Supervised Learning for Single-Step Quantitative Susceptibility Mapping

Stain Style Transfer of Histopathology Images via Structure-Preserved Generative Learning

3D FLAT: Feasible Learned Acquisition Trajectories for Accelerated MRI

Extending LOUPE for K-Space Under-Sampling Pattern Optimization in Multi-coil MRI

Learning Bloch Simulations for MR Fingerprinting by Invertible Neural Networks

Deep Parallel MRI Reconstruction Network Without Coil Sensitivities

Neural Network-Based Reconstruction in Compressed Sensing MRI Without Fully-Sampled Training Data

Machine Learning for Medical Image Reconstruction - Lecture Notes in Computer Science
Latest Publications