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

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

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A. Melbourne · R. Licandro et al. (Eds.)

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

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Lecture Notes in Computer Science Commenced Publication in 1973 Founding and Former Series Editors: Gerhard Goos, Juris Hartmanis, and Jan van Leeuwen

Editorial Board David Hutchison Lancaster University, Lancaster, UK Takeo Kanade Carnegie Mellon University, Pittsburgh, PA, USA Josef Kittler University of Surrey, Guildford, UK Jon M. Kleinberg Cornell University, Ithaca, NY, USA Friedemann Mattern ETH Zurich, Zurich, Switzerland John C. Mitchell Stanford University, Stanford, CA, USA Moni Naor Weizmann Institute of Science, Rehovot, Israel C. Pandu Rangan Indian Institute of Technology Madras, Chennai, India Bernhard Steffen TU Dortmund University, Dortmund, Germany Demetri Terzopoulos University of California, Los Angeles, CA, USA Doug Tygar University of California, Berkeley, CA, USA Gerhard Weikum Max Planck Institute for Informatics, Saarbrücken, Germany

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More information about this series at http://www.springer.com/series/7412

Andrew Melbourne Roxane Licandro Matthew DiFranco Paolo Rota Melanie Gau Martin Kampel Rosalind Aughwane Pim Moeskops Ernst Schwartz Emma Robinson Antonios Makropoulos (Eds.) •











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

123

Editors Andrew Melbourne University College London London, UK

Martin Kampel TU Wien Vienna, Austria

Roxane Licandro TU Wien Vienna, Austria

Rosalind Aughwane University College London London, UK

and

Pim Moeskops University Medical Center Utrecht Utrecht, The Netherlands

Medical University of Vienna Vienna, Austria Matthew DiFranco University of California San Francisco, CA, USA Paolo Rota Italian Institute of Technology Genoa, Italy Melanie Gau TU Wien Vienna, Austria

Ernst Schwartz Medical University of Vienna Vienna, Austria Emma Robinson King’s College London London, UK Antonios Makropoulos Imperial College London London, UK

ISSN 0302-9743 ISSN 1611-3349 (electronic) Lecture Notes in Computer Science ISBN 978-3-030-00806-2 ISBN 978-3-030-00807-9 (eBook) https://doi.org/10.1007/978-3-030-00807-9 Library of Congress Control Number: 2018954662 LNCS Sublibrary: SL6 – Image Processing, Computer Vision, Pattern Recognition, and Graphics © Springer Nature Switzerland AG 2018 This work is subject to copyright. All rights are reserved by the Publisher, whether the whole or part of the material is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmission or information storage and re