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Simulation and Synthesis in Medical Imaging

4th International Workshop, SASHIMI 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 13, 2019, Proceedings

  • Ninon Burgos
  • Ali Gooya
  • David Svoboda
Conference proceedings SASHIMI 2019

Part of the Lecture Notes in Computer Science book series (LNCS, volume 11827)

Also part of the Image Processing, Computer Vision, Pattern Recognition, and Graphics book sub series (LNIP, volume 11827)

Table of contents

  1. Front Matter
    Pages i-x
  2. Mikael Brudfors, John Ashburner, Parashkev Nachev, Yaël Balbastre
    Pages 1-12
  3. Kerstin Kläser, Thomas Varsavsky, Pawel Markiewicz, Tom Vercauteren, David Atkinson, Kris Thielemans et al.
    Pages 13-21
  4. Muhammad Sohail, Muhammad Naveed Riaz, Jing Wu, Chengnian Long, Shaoyuan Li
    Pages 22-31
  5. Kang Li, Lequan Yu, Shujun Wang, Pheng-Ann Heng
    Pages 32-41
  6. Siti Nurbaya Yaakub, Colm J. McGinnity, James R. Clough, Eric Kerfoot, Nadine Girard, Eric Guedj et al.
    Pages 42-51
  7. Chunze Lin, Ruixiang Tang, Darryl D. Lin, Langechuan Liu, Jiwen Lu, Yunqiang Chen et al.
    Pages 52-61
  8. Ziyue Xu, Xiaosong Wang, Hoo-Chang Shin, Holger Roth, Dong Yang, Fausto Milletari et al.
    Pages 62-70
  9. Kumar Abhishek, Ghassan Hamarneh
    Pages 71-80
  10. Dennis Eschweiler, Tim Klose, Florian Nicolas Müller-Fouarge, Marcin Kopaczka, Johannes Stegmaier
    Pages 81-89
  11. Liang Chen, Paul Bentley, Kensaku Mori, Kazunari Misawa, Michitaka Fujiwara, Daniel Rueckert
    Pages 90-99
  12. Pedro Borges, Carole Sudre, Thomas Varsavsky, David Thomas, Ivana Drobnjak, Sebastien Ourselin et al.
    Pages 100-109
  13. Can Zhao, Seoyoung Son, Yongsoo Kim, Jerry L. Prince
    Pages 130-139
  14. Benjamin D. Haeffele, Christian Pick, Ziduo Lin, Evelien Mathieu, Stuart C. Ray, René Vidal
    Pages 140-150
  15. Noëlie Debs, Méghane Decroocq, Tae-Hee Cho, David Rousseau, Carole Frindel
    Pages 151-160
  16. Back Matter
    Pages 161-162

About these proceedings

Introduction

This book constitutes the refereed proceedings of the 4th International Workshop on Simulation and Synthesis in Medical Imaging, SASHIMI 2019, held in conjunction with MICCAI 2019, in Shenzhen, China, in October 2019.

The 16 full papers presented were carefully reviewed and selected from 21 submissions. The contributions span the following broad categories in alignment with the initial call-for-papers: methods based on generative models or adversarial learning for MRI/CT/PET/microscopy image synthesis, image super resolution, and several applications of image synthesis and simulation for data augmentation, segmentation or lesion detection.

Keywords

artificial intelligence computerized tomography ct image image analysis image quality image reconstruction image segmentation image synthesis medical images medical imaging neural networks segmentation methods

Editors and affiliations

  1. 1.Institut du Cerveau et de la Moelle Épinière (ICM)ParisFrance
  2. 2.University of LeedsLeedsUK
  3. 3.Masaryk UniversityBrnoCzech Republic

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-030-32778-1
  • Copyright Information Springer Nature Switzerland AG 2019
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-030-32777-4
  • Online ISBN 978-3-030-32778-1
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site
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