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Artificial Intelligence in Radiation Therapy

First International Workshop, AIRT 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 17, 2019, Proceedings

  • Dan Nguyen
  • Lei Xing
  • Steve Jiang
Conference proceedings AIRT 2019

Part of the Lecture Notes in Computer Science book series (LNCS, volume 11850)

Also part of the Image Processing, Computer Vision, Pattern Recognition, and Graphics book sub series (LNIP, volume 11850)

Table of contents

  1. Front Matter
    Pages i-xi
  2. Azar Sadeghnejad Barkousaraie, Olalekan Ogunmolu, Steve Jiang, Dan Nguyen
    Pages 1-9
  3. Siri Willems, Wouter Crijns, Edmond Sterpin, Karin Haustermans, Frederik Maes
    Pages 10-17
  4. Yang Lei, Yabo Fu, Joseph Harms, Tonghe Wang, Walter J. Curran, Tian Liu et al.
    Pages 26-33
  5. Wei Zhao, Bin Han, Yong Yang, Mark Buyyounouski, Steven L. Hancock, Hilary Bagshaw et al.
    Pages 34-42
  6. Zhiyu Liu, Wenhao Jiang, Kit-Hang Lee, Yat-Long Lo, Yui-Lun Ng, Qi Dou et al.
    Pages 43-51
  7. Qiming Yang, Hongyang Chao, Dan Nguyen, Steve Jiang
    Pages 52-60
  8. Szu-Yeu Hu, Wei-Hung Weng, Shao-Lun Lu, Yueh-Hung Cheng, Furen Xiao, Feng-Ming Hsu et al.
    Pages 61-69
  9. Jingjing Zhang, Shuolin Liu, Teng Li, Ronghu Mao, Chi Du, Jianfei Liu
    Pages 70-77
  10. Dashan Jiang, Teng Li, Ronghu Mao, Chi Du, Yongbin Liu, Shuolin Liu et al.
    Pages 86-93
  11. Denis Prokopenko, Joël Valentin Stadelmann, Heinrich Schulz, Steffen Renisch, Dmitry V. Dylov
    Pages 94-101
  12. Jianhui Ma, Ti Bai, Dan Nguyen, Michael Folkerts, Xun Jia, Weiguo Lu et al.
    Pages 110-118
  13. Kibrom Berihu Girum, Gilles Créhange, Raabid Hussain, Paul Michael Walker, Alain Lalande
    Pages 119-127
  14. Bilel Daoud, Ken’ichi Morooka, Shoko Miyauchi, Ryo Kurazume, Wafa Mnejja, Leila Farhat et al.
    Pages 128-136
  15. Haitao Wu, Xiling Jiang, Fucang Jia
    Pages 146-153
  16. Yang Lei, Tonghe Wang, Joseph Harms, Yabo Fu, Xue Dong, Walter J. Curran et al.
    Pages 154-161
  17. Rabia Haq, Alexandra Hotca, Aditya Apte, Andreas Rimner, Joseph O. Deasy, Maria Thor
    Pages 162-169
  18. Back Matter
    Pages 171-172

About these proceedings

Introduction

This book constitutes the refereed proceedings of the First International Workshop on Connectomics in Artificial Intelligence in Radiation Therapy, AIRT 2019, held in conjunction with MICCAI 2019 in Shenzhen, China, in October 2019.

The 20 full papers presented were carefully reviewed and selected from 24 submissions. The papers discuss the state of radiation therapy, the state of AI and related technologies, and hope to find a pathway to revolutionizing the field to ultimately improve cancer patient outcome and quality of life.

Keywords

artificial intelligence computed tomography computer architecture computer assisted tomography computer vision computerized tomography ct image deep learning image analysis image quality image registration image segmentation medical imaging neural networks radiation oncology radiation therapy

Editors and affiliations

  1. 1.The University of Texas Southwestern Medical CenterDallasUSA
  2. 2.Stanford UniversityStanfordUSA
  3. 3.The University of Texas Southwestern Medical CenterDallasUSA

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-030-32486-5
  • Copyright Information Springer Nature Switzerland AG 2019
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-030-32485-8
  • Online ISBN 978-3-030-32486-5
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site
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