Simulation and Synthesis in Medical Imaging - Lecture Notes in Computer Science
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Published By Springer International Publishing

9783030005351, 9783030005368

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Unsupervised Learning for Cross-Domain Medical Image Synthesis Using Deformation Invariant Cycle Consistency Networks

Simulation and Synthesis in Medical Imaging - Lecture Notes in Computer Science ◽

10.1007/978-3-030-00536-8_6 ◽

2018 ◽

pp. 52-60 ◽

Cited By ~ 5

Author(s):

Chengjia Wang ◽

Gillian Macnaught ◽

Giorgos Papanastasiou ◽

Tom MacGillivray ◽

David Newby

Keyword(s):

Unsupervised Learning ◽

Medical Image ◽

Image Synthesis ◽

Cross Domain

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Model-Based Generation of Synthetic 3D Time-Lapse Sequences of Multiple Mutually Interacting Motile Cells with Filopodia

Simulation and Synthesis in Medical Imaging - Lecture Notes in Computer Science ◽

10.1007/978-3-030-00536-8_8 ◽

2018 ◽

pp. 71-79

Author(s):

Igor Peterlík ◽

David Svoboda ◽

Vladimír Ulman ◽

Dmitry V. Sorokin ◽

Martin Maška

Keyword(s):

Time Lapse ◽

Model Based ◽

Motile Cells

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Deep Boosted Regression for MR to CT Synthesis

Simulation and Synthesis in Medical Imaging - Lecture Notes in Computer Science ◽

10.1007/978-3-030-00536-8_7 ◽

2018 ◽

pp. 61-70 ◽

Cited By ~ 4

Author(s):

Kerstin Kläser ◽

Pawel Markiewicz ◽

Marta Ranzini ◽

Wenqi Li ◽

Marc Modat ◽

...

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Lung Nodule Synthesis Using CNN-Based Latent Data Representation

Simulation and Synthesis in Medical Imaging - Lecture Notes in Computer Science ◽

10.1007/978-3-030-00536-8_12 ◽

2018 ◽

pp. 111-118 ◽

Cited By ~ 1

Author(s):

Dario Augusto Borges Oliveira ◽

Matheus Palhares Viana

Keyword(s):

Lung Nodule ◽

Data Representation ◽

Latent Data

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A Machine Learning Approach to Diffusion MRI Partial Volume Estimation

Simulation and Synthesis in Medical Imaging - Lecture Notes in Computer Science ◽

10.1007/978-3-030-00536-8_5 ◽

2018 ◽

pp. 42-51

Author(s):

Emmanuel Vallee ◽

Wenchuan Wu ◽

Francesca Galassi ◽

Saad Jbabdi ◽

Stephen Smith

Keyword(s):

Machine Learning ◽

Diffusion Mri ◽

Volume Estimation ◽

Learning Approach ◽

Partial Volume ◽

Machine Learning Approach

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MRI to FDG-PET: Cross-Modal Synthesis Using 3D U-Net for Multi-modal Alzheimer’s Classification

Simulation and Synthesis in Medical Imaging - Lecture Notes in Computer Science ◽

10.1007/978-3-030-00536-8_9 ◽

2018 ◽

pp. 80-89 ◽

Cited By ~ 3

Author(s):

Apoorva Sikka ◽

Skand Vishwanath Peri ◽

Deepti R. Bathula

Keyword(s):

Fdg Pet ◽

Modal Synthesis

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Deep Harmonization of Inconsistent MR Data for Consistent Volume Segmentation

Simulation and Synthesis in Medical Imaging - Lecture Notes in Computer Science ◽

10.1007/978-3-030-00536-8_3 ◽

2018 ◽

pp. 20-30 ◽

Cited By ~ 2

Author(s):

Blake E. Dewey ◽

Can Zhao ◽

Aaron Carass ◽

Jiwon Oh ◽

Peter A. Calabresi ◽

...

Keyword(s):

Volume Segmentation

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Data Augmentation Using Synthetic Lesions Improves Machine Learning Detection of Microbleeds from MRI

Simulation and Synthesis in Medical Imaging - Lecture Notes in Computer Science ◽

10.1007/978-3-030-00536-8_2 ◽

2018 ◽

pp. 12-19 ◽

Cited By ~ 1

Author(s):

Saba Momeni ◽

Amir Fazllolahi ◽

Pierrick Bourgeat ◽

Parnesh Raniga ◽

Paul Yates ◽

...

Keyword(s):

Machine Learning ◽

Data Augmentation

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Cross-Modality Image Synthesis from Unpaired Data Using CycleGAN

Simulation and Synthesis in Medical Imaging - Lecture Notes in Computer Science ◽

10.1007/978-3-030-00536-8_4 ◽

2018 ◽

pp. 31-41 ◽

Cited By ~ 32

Author(s):

Yuta Hiasa ◽

Yoshito Otake ◽

Masaki Takao ◽

Takumi Matsuoka ◽

Kazuma Takashima ◽

...

Keyword(s):

Image Synthesis

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Generating Magnetic Resonance Spectroscopy Imaging Data of Brain Tumours from Linear, Non-linear and Deep Learning Models

Simulation and Synthesis in Medical Imaging - Lecture Notes in Computer Science ◽

10.1007/978-3-030-00536-8_14 ◽

2018 ◽

pp. 130-138 ◽

Cited By ~ 1

Author(s):

Nathan Olliverre ◽

Guang Yang ◽

Gregory Slabaugh ◽

Constantino Carlos Reyes-Aldasoro ◽

Eduardo Alonso

Keyword(s):

Deep Learning ◽

Magnetic Resonance ◽

Magnetic Resonance Spectroscopy ◽

Brain Tumours ◽

Resonance Spectroscopy ◽

Imaging Data ◽

Learning Models ◽

Non Linear ◽

Magnetic Resonance Spectroscopy Imaging

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Simulation and Synthesis in Medical Imaging - Lecture Notes in Computer ScienceLatest Publications

TOTAL DOCUMENTS

H-INDEX

Published By Springer International Publishing

Unsupervised Learning for Cross-Domain Medical Image Synthesis Using Deformation Invariant Cycle Consistency Networks

Model-Based Generation of Synthetic 3D Time-Lapse Sequences of Multiple Mutually Interacting Motile Cells with Filopodia

Deep Boosted Regression for MR to CT Synthesis

Lung Nodule Synthesis Using CNN-Based Latent Data Representation

A Machine Learning Approach to Diffusion MRI Partial Volume Estimation

MRI to FDG-PET: Cross-Modal Synthesis Using 3D U-Net for Multi-modal Alzheimer’s Classification

Deep Harmonization of Inconsistent MR Data for Consistent Volume Segmentation

Data Augmentation Using Synthetic Lesions Improves Machine Learning Detection of Microbleeds from MRI

Cross-Modality Image Synthesis from Unpaired Data Using CycleGAN

Generating Magnetic Resonance Spectroscopy Imaging Data of Brain Tumours from Linear, Non-linear and Deep Learning Models

Simulation and Synthesis in Medical Imaging - Lecture Notes in Computer Science
Latest Publications