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Image Processing, Computer Vision, Pattern Recognition, and Graphics

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

Editors: Melbourne, A., Licandro, R., DiFranco, M., Rota, P., Gau, M., Kampel, M., Aughwane, R., Moeskops, P., Schwartz, E., Robinson, E., Makropolous, A. (Eds.)

Buy this book

eBook 41,64 €
price for Spain (gross)
  • ISBN 978-3-030-00807-9
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover 51,99 €
price for Spain (gross)
  • ISBN 978-3-030-00806-2
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
About this book

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.

Table of contents (17 chapters)

  • DeepCS: Deep Convolutional Neural Network and SVM Based Single Image Super-Resolution

    Jebadurai, Jebaveerasingh (et al.)

    Pages 3-13

  • Automatic Segmentation of Thigh Muscle in Longitudinal 3D T1-Weighted Magnetic Resonance (MR) Images

    Tang, Zihao (et al.)

    Pages 14-21

    Preview Buy Chapter 30,19 €
  • Detecting Bone Lesions in Multiple Myeloma Patients Using Transfer Learning

    Perkonigg, Matthias (et al.)

    Pages 22-30

    Preview Buy Chapter 30,19 €
  • Quantification of Local Metabolic Tumor Volume Changes by Registering Blended PET-CT Images for Prediction of Pathologic Tumor Response

    Riyahi, Sadegh (et al.)

    Pages 31-41

    Preview Buy Chapter 30,19 €
  • Optimizing External Surface Sensor Locations for Respiratory Tumor Motion Prediction

    Özbek, Yusuf (et al.)

    Pages 42-51

Buy this book

eBook 41,64 €
price for Spain (gross)
  • ISBN 978-3-030-00807-9
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover 51,99 €
price for Spain (gross)
  • ISBN 978-3-030-00806-2
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
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Bibliographic Information

Bibliographic Information
Book Title
Data Driven Treatment Response Assessment and Preterm, Perinatal, and Paediatric Image Analysis
Book Subtitle
First International Workshop, DATRA 2018 and Third International Workshop, PIPPI 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16, 2018, Proceedings
Editors
  • Andrew Melbourne
  • Roxane Licandro
  • Matthew DiFranco
  • Paolo Rota
  • Melanie Gau
  • Martin Kampel
  • Rosalind Aughwane
  • Pim Moeskops
  • Ernst Schwartz
  • Emma Robinson
  • Antonios Makropolous
Series Title
Image Processing, Computer Vision, Pattern Recognition, and Graphics
Series Volume
11076
Copyright
2018
Publisher
Springer International Publishing
Copyright Holder
Springer Nature Switzerland AG
eBook ISBN
978-3-030-00807-9
DOI
10.1007/978-3-030-00807-9
Softcover ISBN
978-3-030-00806-2
Edition Number
1
Number of Pages
XI, 180
Number of Illustrations and Tables
74 b/w illustrations
Topics