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Simulation and Synthesis in Medical Imaging

Second International Workshop, SASHIMI 2017, Held in Conjunction with MICCAI 2017, Québec City, QC, Canada, September 10, 2017, Proceedings

  • Conference proceedings
  • © 2017

Overview

Editors:
  1. Sotirios A. Tsaftaris

    1. University of Edinburgh, Edinburgh, United Kingdom

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  2. Ali Gooya

    1. University of Sheffield, Sheffield, United Kingdom

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  3. Alejandro F. Frangi

    1. University of Sheffield, Sheffield, United Kingdom

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  4. Jerry L. Prince

    1. The Johns Hopkins University, Baltimore, USA

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 10557)

Part of the book sub series: Image Processing, Computer Vision, Pattern Recognition, and Graphics (LNIP)

Included in the following conference series:

Conference proceedings info: SASHIMI 2017.

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Table of contents (11 papers)

  1. Front Matter

    Pages I-X
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  2. Synthesis and Its Applications in Computational Medical Imaging

    1. Front Matter

      Pages 1-1
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    2. Adversarial Image Synthesis for Unpaired Multi-modal Cardiac Data

      • Agisilaos Chartsias, Thomas Joyce, Rohan Dharmakumar, Sotirios A. Tsaftaris
      Pages 3-13

    3. Deep MR to CT Synthesis Using Unpaired Data

      • Jelmer M. Wolterink, Anna M. Dinkla, Mark H. F. Savenije, Peter R. Seevinck, Cornelis A. T. van den Berg, Ivana Išgum
      Pages 14-23

    4. Synthesizing CT from Ultrashort Echo-Time MR Images via Convolutional Neural Networks

      • Snehashis Roy, John A. Butman, Dzung L. Pham
      Pages 24-32

    5. A Supervoxel Based Random Forest Synthesis Framework for Bidirectional MR/CT Synthesis

      • Can Zhao, Aaron Carass, Junghoon Lee, Amod Jog, Jerry L. Prince
      Pages 33-40

    6. Region-Enhanced Joint Dictionary Learning for Cross-Modality Synthesis in Diffusion Tensor Imaging

      • Danyang Wang, Yawen Huang, Alejandro F. Frangi
      Pages 41-48

    7. Virtual PET Images from CT Data Using Deep Convolutional Networks: Initial Results

      • Avi Ben-Cohen, Eyal Klang, Stephen P. Raskin, Michal Marianne Amitai, Hayit Greenspan
      Pages 49-57

  3. Simulation and Processing Approaches for Medical Imaging

    1. Front Matter

      Pages 59-59
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    2. Semi-supervised Assessment of Incomplete LV Coverage in Cardiac MRI Using Generative Adversarial Nets

      • Le Zhang, Ali Gooya, Alejandro F. Frangi
      Pages 61-68

    3. High Order Slice Interpolation for Medical Images

      • Antal Horváth, Simon Pezold, Matthias Weigel, Katrin Parmar, Philippe Cattin
      Pages 69-78

    4. A Monte Carlo Framework for Low Dose CT Reconstruction Testing

      • Jonathan H. Mason, Willam H. Nailon, Mike E. Davies
      Pages 79-88

    5. Multimodal Simulations in Live Cell Imaging

      • David Svoboda, Michal Kozubek
      Pages 89-98

    6. Medical Image Processing and Numerical Simulation for Digital Hepatic Parenchymal Blood Flow

      • Marie-Ange Lebre, Khaled Arrouk, Anh-Khoa Võ Văn, Aurélie Leborgne, Manuel Grand-Brochier, Pierre Beaurepaire et al.
      Pages 99-108

  4. Back Matter

    Pages 109-109
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Other volumes

  1. Simulation and Synthesis in Medical Imaging

Keywords

About this book

This book constitutes the refereed proceedings of the Second International Workshop on Simulation and Synthesis in Medical Imaging, held in conjunction with MICCAI 2017, in Québec City, Canada, in September 2017.

The 11 revised full papers presented were carefully reviewed and selected from 14 submissions. The contributions span the following broad categories: cross modality (PET/MR, PET/CT, CT/MR, etc.) image synthesis, simulation and synthesis from large-scale image databases, automated techniques for quality assessment images, and several applications of image synthesis and simulation in medical imaging such as image interpolation and segmentation, image reconstruction, cell imaging, and blood flow.

Editors and Affiliations

  • University of Edinburgh, Edinburgh, United Kingdom

    Sotirios A. Tsaftaris

  • University of Sheffield, Sheffield, United Kingdom

    Ali Gooya, Alejandro F. Frangi

  • The Johns Hopkins University, Baltimore, USA

    Jerry L. Prince

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