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Simulation and Synthesis in Medical Imaging

Overview of attention for book
Cover of 'Simulation and Synthesis in Medical Imaging'

Table of Contents

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    Book Overview
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    Chapter 1 Contrast Adaptive Tissue Classification by Alternating Segmentation and Synthesis
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    Chapter 2 3D Brain MRI GAN-Based Synthesis Conditioned on Partial Volume Maps
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    Chapter 3 Synthesizing Realistic Brain MR Images with Noise Control
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    Chapter 4 Simulated Diffusion Weighted Images Based on Model-Predicted Tumor Growth
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    Chapter 5 Blind MRI Brain Lesion Inpainting Using Deep Learning
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    Chapter 6 High-Quality Interpolation of Breast DCE-MRI Using Learned Transformations
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    Chapter 7 A Method for Tumor Treating Fields Fast Estimation
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    Chapter 8 Heterogeneous Virtual Population of Simulated CMR Images for Improving the Generalization of Cardiac Segmentation Algorithms
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    Chapter 9 DyeFreeNet: Deep Virtual Contrast CT Synthesis
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    Chapter 10 A Gaussian Process Model Based Generative Framework for Data Augmentation of Multi-modal 3D Image Volumes
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    Chapter 11 Frequency-Selective Learning for CT to MR Synthesis
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    Chapter 12 Uncertainty-Aware Multi-resolution Whole-Body MR to CT Synthesis
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    Chapter 13 UltraGAN: Ultrasound Enhancement Through Adversarial Generation
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    Chapter 14 Improving Endoscopic Decision Support Systems by Translating Between Imaging Modalities
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    Chapter 15 An Unsupervised Adversarial Learning Approach to Fundus Fluorescein Angiography Image Synthesis for Leakage Detection
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    Chapter 16 Towards Automatic Embryo Staging in 3D+t Microscopy Images Using Convolutional Neural Networks and PointNets
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    Chapter 17 Train Small, Generate Big: Synthesis of Colorectal Cancer Histology Images
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    Chapter 18 Image Synthesis as a Pretext for Unsupervised Histopathological Diagnosis
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    Chapter 19 Auditory Nerve Fiber Health Estimation Using Patient Specific Cochlear Implant Stimulation Models
Attention for Chapter 13: UltraGAN: Ultrasound Enhancement Through Adversarial Generation
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Citations

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Chapter title
UltraGAN: Ultrasound Enhancement Through Adversarial Generation
Chapter number 13
Book title
Simulation and Synthesis in Medical Imaging
Published by
Springer, Cham, October 2020
DOI 10.1007/978-3-030-59520-3_13
Book ISBNs
978-3-03-059519-7, 978-3-03-059520-3
Authors

Maria Escobar, Angela Castillo, Andrés Romero, Pablo Arbeláez, Escobar, Maria, Castillo, Angela, Romero, Andrés, Arbeláez, Pablo

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Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 16 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 16 100%

Demographic breakdown

Readers by professional status Count As %
Student > Master 5 31%
Student > Bachelor 3 19%
Student > Ph. D. Student 3 19%
Librarian 1 6%
Researcher 1 6%
Other 1 6%
Unknown 2 13%
Readers by discipline Count As %
Computer Science 5 31%
Engineering 5 31%
Medicine and Dentistry 1 6%
Agricultural and Biological Sciences 1 6%
Unknown 4 25%

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