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Simulation and Synthesis in Medical Imaging

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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 8: Heterogeneous Virtual Population of Simulated CMR Images for Improving the Generalization of Cardiac Segmentation Algorithms
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Chapter title
Heterogeneous Virtual Population of Simulated CMR Images for Improving the Generalization of Cardiac Segmentation Algorithms
Chapter number 8
Book title
Simulation and Synthesis in Medical Imaging
Published by
Springer, Cham, October 2020
DOI 10.1007/978-3-030-59520-3_8
Book ISBNs
978-3-03-059519-7, 978-3-03-059520-3
Authors

Yasmina Al Khalil, Sina Amirrajab, Cristian Lorenz, Jürgen Weese, Marcel Breeuwer, Al Khalil, Yasmina, Amirrajab, Sina, Lorenz, Cristian, Weese, Jürgen, Breeuwer, Marcel

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Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 7 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 7 100%

Demographic breakdown

Readers by professional status Count As %
Student > Master 2 29%
Researcher 2 29%
Professor 1 14%
Professor > Associate Professor 1 14%
Unknown 1 14%
Readers by discipline Count As %
Engineering 3 43%
Computer Science 1 14%
Unknown 3 43%