Advertisement

Data Driven Treatment Response Assessment and Preterm, Perinatal, and Paediatric Image Analysis

First International Workshop, DATRA 2018 and Third International Workshop, PIPPI 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16, 2018, Proceedings

  • Andrew Melbourne
  • Roxane Licandro
  • Matthew DiFranco
  • Paolo Rota
  • Melanie Gau
  • Martin Kampel
  • Rosalind Aughwane
  • Pim Moeskops
  • Ernst Schwartz
  • Emma Robinson
  • Antonios Makropoulos
Conference proceedings PIPPI 2018, DATRA 2018

Part of the Lecture Notes in Computer Science book series (LNCS, volume 11076)

Also part of the Image Processing, Computer Vision, Pattern Recognition, and Graphics book sub series (LNIP, volume 11076)

Table of contents

  1. Front Matter
    Pages I-XI
  2. DATRA

    1. Front Matter
      Pages 1-1
    2. Zihao Tang, Chenyu Wang, Phu Hoang, Sidong Liu, Weidong Cai, Domenic Soligo et al.
      Pages 14-21
    3. Matthias Perkonigg, Johannes Hofmanninger, Björn Menze, Marc-André Weber, Georg Langs
      Pages 22-30
    4. Sadegh Riyahi, Wookjin Choi, Chia-Ju Liu, Saad Nadeem, Shan Tan, Hualiang Zhong et al.
      Pages 31-41
    5. Yusuf Özbek, Zoltan Bardosi, Srdjan Milosavljevic, Wolfgang Freysinger
      Pages 42-51
  3. PIPPI

    1. Front Matter
      Pages 53-53
    2. Qingjie Meng, Christian Baumgartner, Matthew Sinclair, James Housden, Martin Rajchl, Alberto Gomez et al.
      Pages 66-75
    3. Ana I. L. Namburete, Raquel van Kampen, Aris T. Papageorghiou, Bartłomiej W. Papież
      Pages 76-86
    4. Susmita Saha, Alex Pagnozzi, Joanne George, Paul B. Colditz, Roslyn Boyd, Stephen Rose et al.
      Pages 87-96
    5. A. Virzì, P. Gori, C. O. Muller, E. Mille, Q. Peyrot, L. Berteloot et al.
      Pages 97-106
    6. Veronika A. Zimmer, Alberto Gomez, Yohan Noh, Nicolas Toussaint, Bishesh Khanal, Robert Wright et al.
      Pages 107-116
    7. Bishesh Khanal, Alberto Gomez, Nicolas Toussaint, Steven McDonagh, Veronika Zimmer, Emily Skelton et al.
      Pages 117-127
    8. Praneeth Sadda, John A. Onofrey, Mert O. Bahtiyar, Xenophon Papademetris
      Pages 128-137
    9. Baris U. Oguz, Jiancong Wang, Natalie Yushkevich, Alison Pouch, James Gee, Paul A. Yushkevich et al.
      Pages 138-148
    10. Robert Wright, Bishesh Khanal, Alberto Gomez, Emily Skelton, Jacqueline Matthew, Jo V. Hajnal et al.
      Pages 149-159
    11. Peiyao Kong, Dong Ni, Siping Chen, Shengli Li, Tianfu Wang, Baiying Lei
      Pages 160-168
    12. Mariusz Bajger, Gobert Lee, Martin Caon
      Pages 169-178
  4. Back Matter
    Pages 179-180

About these proceedings

Introduction

This book constitutes the refereed joint proceedings of the First International Workshop on Data Driven Treatment Response Assessment, DATRA 2018 and the Third International Workshop on Preterm, Perinatal and Paediatric Image Analysis, PIPPI 2018, held in conjunction with the 21st International Conference on Medical Imaging and Computer-Assisted Intervention, MICCAI 2018, in Granada, Spain, in September 2018.
The 5 full papers presented at DATRA 2018 and the 12 full papers presented at PIPPI 2018 were carefully reviewed and selected. 
The DATRA  papers cover a wide range of exploring pattern recognition technologies for tackling clinical issues related to the follow-up analysis of medical data with focus on malignancy progression analysis, computer-aided models of treatment response, and anomaly detection in recovery feedback.
The PIPPI papers cover topics of advanced image analysis approaches focused on the analysis of growth and development in the fetal, infant and paediatric period.

Keywords

Acoustics Artificial intelligence Biomarker analysis Cancer research Computer vision Disease progression modeling Fetal imaging Image analysis Image processing Image segmentation Longitudinal modeling Medical imaging Neural networks Pediatric imaging Preterm analysis Signal processing Support Vector Machines (SVM) Treatment outcome Treatment response assessment

Editors and affiliations

  • Andrew Melbourne
    • 1
  • Roxane Licandro
    • 2
  • Matthew DiFranco
    • 3
  • Paolo Rota
    • 4
  • Melanie Gau
    • 5
  • Martin Kampel
    • 6
  • Rosalind Aughwane
    • 7
  • Pim Moeskops
    • 8
  • Ernst Schwartz
    • 9
  • Emma Robinson
    • 10
  • Antonios Makropoulos
    • 11
  1. 1.University College LondonLondonUK
  2. 2.TU WienViennaAustria
  3. 3.University of CaliforniaSan FranciscoUSA
  4. 4.Italian Institute of TechnologyGenoaItaly
  5. 5.TU WienViennaAustria
  6. 6.TU WienViennaAustria
  7. 7.University College LondonLondonUK
  8. 8.University Medical Center UtrechtUtrechtThe Netherlands
  9. 9.Medical University of ViennaViennaAustria
  10. 10.King's College LondonLondonUK
  11. 11.Imperial College LondonLondonUK

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-030-00807-9
  • Copyright Information Springer Nature Switzerland AG 2018
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-030-00806-2
  • Online ISBN 978-3-030-00807-9
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site
Industry Sectors
Pharma
Materials & Steel
Automotive
Electronics
IT & Software
Consumer Packaged Goods
Aerospace
Oil, Gas & Geosciences