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Computational Methods and Clinical Applications in Musculoskeletal Imaging

6th International Workshop, MSKI 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16, 2018, Revised Selected Papers

  • Tomaž Vrtovec
  • Jianhua Yao
  • Guoyan Zheng
  • Jose M. Pozo
Conference proceedings MSKI 2018

Part of the Lecture Notes in Computer Science book series (LNCS, volume 11404)

Also part of the Image Processing, Computer Vision, Pattern Recognition, and Graphics book sub series (LNIP, volume 11404)

Table of contents

  1. Front Matter
    Pages I-XII
  2. Naoki Kamiya, Masanori Kume, Guoyan Zheng, Xiangrong Zhou, Hiroki Kato, Huayue Chen et al.
    Pages 1-10
  3. Nicolás Vila Blanco, Timothy F. Cootes, Claudia Lindner, Inmaculada Tomás Carmona, Maria J. Carreira
    Pages 11-21
  4. Paul Kulyk, Lazaros Vlachopoulos, Philipp Fürnstahl, Guoyan Zheng
    Pages 22-34
  5. Chunliang Wang, Bryan Connolly, Pedro Filipe de Oliveira Lopes, Alejandro F. Frangi, Örjan Smedby
    Pages 49-57
  6. Bryce A. Besler, Leigh Gabel, Lauren A. Burt, Nils D. Forkert, Steven K. Boyd
    Pages 58-72
  7. Adrian K. Davison, Claudia Lindner, Daniel C. Perry, Weisang Luo, Medical Student Annotation Collaborative, Timothy F. Cootes
    Pages 73-85
  8. Adrian K. Davison, Timothy F. Cootes, Daniel C. Perry, Weisang Luo, Medical Student Annotation Collaborative, Claudia Lindner
    Pages 86-98
  9. Matthias Lenga, Tobias Klinder, Christian Bürger, Jens von Berg, Astrid Franz, Cristian Lorenz
    Pages 99-113
  10. Uri Nahum, Azhar Zam, Philippe C. Cattin
    Pages 126-135
  11. Olivia Paserin, Kishore Mulpuri, Anthony Cooper, Antony J. Hodgson, Rafeef Garbi
    Pages 136-145
  12. Robert Korez, Michael Putzier, Tomaž Vrtovec
    Pages 146-152
  13. Back Matter
    Pages 153-153

About these proceedings

Introduction

This book constitutes the refereed proceedings of the 6th International Workshop on Computational Methods and Clinical Applications for Musculoskeletal Imaging, MSKI 2018, held in conjunction with MICCAI 2018, in Granada, Spain, in September 2018.

The 13 workshop papers were carefully reviewed and selected for inclusion in this volume. Topics of interest include all major aspects of musculoskeletal imaging, for example: clinical applications of musculoskeletal computational imaging; computer-aided detection and diagnosis of conditions of the bones, muscles and joints; image-guided musculoskeletal surgery and interventions; image-based assessment and monitoring of surgical and pharmacological treatment; segmentation, registration, detection, localization and visualization of the musculoskeletal anatomy; statistical and geometrical modeling of the musculoskeletal shape and appearance; image-based microstructural characterization of musculoskeletal tissue; novel techniques for musculoskeletal imaging.

Keywords

artificial intelligence computer aided diagnosis computer vision computerized tomography cross-validation ct image decision trees image analysis image reconstruction image segmentation medical imaging neural networks random forests segmentation methods signal processing support vector machines svm

Editors and affiliations

  • Tomaž Vrtovec
    • 1
  • Jianhua Yao
    • 2
  • Guoyan Zheng
    • 3
  • Jose M. Pozo
    • 4
  1. 1.University of LjubljanaLjubljanaSlovenia
  2. 2.Tencent ShenzhenChina
  3. 3.University of BernBernSwitzerland
  4. 4.University of LeedsLeedsUK

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-030-11166-3
  • Copyright Information Springer Nature Switzerland AG 2019
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-030-11165-6
  • Online ISBN 978-3-030-11166-3
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site