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Digital Pathology

15th European Congress, ECDP 2019, Warwick, UK, April 10–13, 2019, Proceedings

  • Constantino Carlos Reyes-Aldasoro
  • Andrew Janowczyk
  • Mitko Veta
  • Peter Bankhead
  • Korsuk Sirinukunwattana
Conference proceedings ECDP 2019

Part of the Lecture Notes in Computer Science book series (LNCS, volume 11435)

Also part of the Image Processing, Computer Vision, Pattern Recognition, and Graphics book sub series (LNIP, volume 11435)

Table of contents

  1. Front Matter
    Pages i-xi
  2. Image Datasets and Virtual Staining

    1. Front Matter
      Pages 1-1
    2. Sébastien Besson, Roger Leigh, Melissa Linkert, Chris Allan, Jean-Marie Burel, Mark Carroll et al.
      Pages 3-10
    3. Jevgenij Gamper, Navid Alemi Koohbanani, Ksenija Benet, Ali Khuram, Nasir Rajpoot
      Pages 11-19
    4. Wafa Chenni, Habib Herbi, Morteza Babaie, Hamid R. Tizhoosh
      Pages 28-37
    5. Amal Lahiani, Jacob Gildenblat, Irina Klaman, Shadi Albarqouni, Nassir Navab, Eldad Klaiman
      Pages 47-55
    6. Francesco Bianconi, Jakob N. Kather, Constantino C. Reyes-Aldasoro
      Pages 56-64
  3. Segmentation

    1. Front Matter
      Pages 65-65
    2. Nikhil Seth, Shazia Akbar, Sharon Nofech-Mozes, Sherine Salama, Anne L. Martel
      Pages 67-74
    3. Amirreza Mahbod, Gerald Schaefer, Isabella Ellinger, Rupert Ecker, Örjan Smedby, Chunliang Wang
      Pages 75-82
    4. Matthias Bergler, Michaela Benz, David Rauber, David Hartmann, Malte Kötter, Markus Eckstein et al.
      Pages 83-90
    5. Umair Akhtar Hasan Khan, Carolin Stürenberg, Oguzhan Gencoglu, Kevin Sandeman, Timo Heikkinen, Antti Rannikko et al.
      Pages 91-99
    6. Jun Xu, Chengfei Cai, Yangshu Zhou, Bo Yao, Geyang Xu, Xiangxue Wang et al.
      Pages 100-108
    7. Jun Xu, Haoda Lu, Haixin Li, Xiangxue Wang, Anant Madabhushi, Yujun Xu
      Pages 117-124
    8. Morteza Babaie, Hamid R. Tizhoosh
      Pages 125-132
  4. Computer-Assisted Diagnosis and Prognosis

    1. Front Matter
      Pages 133-133
    2. Santiago López-Tapia, José Aneiros-Fernández, Nicolás Pérez de la Blanca
      Pages 135-143
    3. Santiago López-Tapia, Cristobal Olivencia, José Aneiros-Fernández, Nicolás Pérez de la Blanca
      Pages 144-152
    4. Talha Qaiser, Matthew Pugh, Sandra Margielewska, Robert Hollows, Paul Murray, Nasir Rajpoot
      Pages 163-171
    5. Daniel Felipe Gonzalez Obando, Diana Mandache, Jean-Christophe Olivo-Marin, Vannary Meas-Yedid
      Pages 181-189
  5. Back Matter
    Pages 191-192

About these proceedings

Introduction

This book constitutes the refereed proceedings of the 15th European Congress on Digital Pathology,  ECDP 2019, held in Warwick, UK in April 2019. The 21 full papers presented in this volume were carefully reviewed and selected from 30 submissions. The congress theme will be Accelerating Clinical Deployment, with a focus on computational pathology and leveraging the power of big data and artificial intelligence to bridge the gaps between research, development, and clinical uptake.

Keywords

Digital pathology histology machine learning Artificial Intelligence segmentation image analysis active learning clustering stain normalization deep learning image processing neural networks classification image segmentation

Editors and affiliations

  1. 1.Electrical EngineeringCity, University of LondonLondonUK
  2. 2.Case Western Reserve UniversityClevelandUSA
  3. 3.Eindhoven University of TechnologyEindhovenThe Netherlands
  4. 4.University of EdinburghEdinburghUK
  5. 5.University of OxfordOxfordUK

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-030-23937-4
  • Copyright Information Springer Nature Switzerland AG 2019
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-030-23936-7
  • Online ISBN 978-3-030-23937-4
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site
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