Machine Learning for Medical Image Reconstruction - Lecture Notes in Computer Science
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(FIVE YEARS 25)

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Published By Springer International Publishing

9783030338428, 9783030338435

Latest Documents Most Cited Documents Contributed Authors Related Sources Related Keywords

Joint Multi-anatomy Training of a Variational Network for Reconstruction of Accelerated Magnetic Resonance Image Acquisitions

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

10.1007/978-3-030-33843-5_7 ◽

2019 ◽

pp. 71-79

Author(s):

Patricia M. Johnson ◽

Matthew J. Muckley ◽

Mary Bruno ◽

Erich Kobler ◽

Kerstin Hammernik ◽

...

Keyword(s):

Magnetic Resonance ◽

Magnetic Resonance Image

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Accelerated MRI Reconstruction with Dual-Domain Generative Adversarial Network

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

10.1007/978-3-030-33843-5_5 ◽

2019 ◽

pp. 47-57 ◽

Cited By ~ 1

Author(s):

Guanhua Wang ◽

Enhao Gong ◽

Suchandrima Banerjee ◽

John Pauly ◽

Greg Zaharchuk

Keyword(s):

Generative Adversarial Network ◽

Adversarial Network ◽

Accelerated Mri ◽

Mri Reconstruction ◽

Dual Domain

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PredictUS: A Method to Extend the Resolution-Precision Trade-Off in Quantitative Ultrasound Image Reconstruction

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

10.1007/978-3-030-33843-5_24 ◽

2019 ◽

pp. 255-264

Author(s):

Farah Deeba ◽

Robert Rohling

Keyword(s):

Image Reconstruction ◽

Quantitative Ultrasound ◽

Ultrasound Image ◽

Trade Off

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Gamma Source Location Learning from Synthetic Multi-pinhole Collimator Data

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

10.1007/978-3-030-33843-5_19 ◽

2019 ◽

pp. 205-214

Author(s):

Peter A. von Niederhäusern ◽

Carlo Seppi ◽

Simon Pezold ◽

Guillaume Nicolas ◽

Spyridon Gkoumas ◽

...

Keyword(s):

Source Location ◽

Gamma Source ◽

Pinhole Collimator

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Task-GAN: Improving Generative Adversarial Network for Image Reconstruction

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

10.1007/978-3-030-33843-5_18 ◽

2019 ◽

pp. 193-204

Author(s):

Jiahong Ouyang ◽

Guanhua Wang ◽

Enhao Gong ◽

Kevin Chen ◽

John Pauly ◽

...

Keyword(s):

Image Reconstruction ◽

Generative Adversarial Network ◽

Adversarial Network

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APIR-Net: Autocalibrated Parallel Imaging Reconstruction Using a Neural Network

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

10.1007/978-3-030-33843-5_4 ◽

2019 ◽

pp. 36-46

Author(s):

Chaoping Zhang ◽

Florian Dubost ◽

Marleen de Bruijne ◽

Stefan Klein ◽

Dirk H. J. Poot

Keyword(s):

Neural Network ◽

Parallel Imaging ◽

Imaging Reconstruction

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Blind Deconvolution Microscopy Using Cycle Consistent CNN with Explicit PSF Layer

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

10.1007/978-3-030-33843-5_16 ◽

2019 ◽

pp. 173-180 ◽

Cited By ~ 4

Author(s):

Sungjun Lim ◽

Jong Chul Ye

Keyword(s):

Blind Deconvolution

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TPSDicyc: Improved Deformation Invariant Cross-domain Medical Image Synthesis

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

10.1007/978-3-030-33843-5_23 ◽

2019 ◽

pp. 245-254 ◽

Cited By ~ 6

Author(s):

Chengjia Wang ◽

Giorgos Papanastasiou ◽

Sotirios Tsaftaris ◽

Guang Yang ◽

Calum Gray ◽

...

Keyword(s):

Medical Image ◽

Image Synthesis ◽

Cross Domain

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Spatiotemporal PET Reconstruction Using ML-EM with Learned Diffeomorphic Deformation

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

10.1007/978-3-030-33843-5_14 ◽

2019 ◽

pp. 151-162 ◽

Cited By ~ 1

Author(s):

Ozan Öktem ◽

Camille Pouchol ◽

Olivier Verdier

Keyword(s):

Pet Reconstruction ◽

Diffeomorphic Deformation

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Data Consistent Artifact Reduction for Limited Angle Tomography with Deep Learning Prior

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

10.1007/978-3-030-33843-5_10 ◽

2019 ◽

pp. 101-112 ◽

Cited By ~ 1

Author(s):

Yixing Huang ◽

Alexander Preuhs ◽

Günter Lauritsch ◽

Michael Manhart ◽

Xiaolin Huang ◽

...

Keyword(s):

Deep Learning ◽

Artifact Reduction ◽

Limited Angle

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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

Joint Multi-anatomy Training of a Variational Network for Reconstruction of Accelerated Magnetic Resonance Image Acquisitions

Accelerated MRI Reconstruction with Dual-Domain Generative Adversarial Network

PredictUS: A Method to Extend the Resolution-Precision Trade-Off in Quantitative Ultrasound Image Reconstruction

Gamma Source Location Learning from Synthetic Multi-pinhole Collimator Data

Task-GAN: Improving Generative Adversarial Network for Image Reconstruction

APIR-Net: Autocalibrated Parallel Imaging Reconstruction Using a Neural Network

Blind Deconvolution Microscopy Using Cycle Consistent CNN with Explicit PSF Layer

TPSDicyc: Improved Deformation Invariant Cross-domain Medical Image Synthesis

Spatiotemporal PET Reconstruction Using ML-EM with Learned Diffeomorphic Deformation

Data Consistent Artifact Reduction for Limited Angle Tomography with Deep Learning Prior

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