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Molecular Imaging, Reconstruction and Analysis of Moving Body Organs, and Stroke Imaging and Treatment

Fifth International Workshop, CMMI 2017, Second International Workshop, RAMBO 2017, and First International Workshop, SWITCH 2017, Held in Conjunction with MICCAI 2017, Québec City, QC, Canada, September 14, 2017, Proceedings

  • Conference proceedings
  • © 2017

Overview

Editors:
  1. M. Jorge Cardoso

    1. University College London , London, United Kingdom

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  2. Tal Arbel

    1. McGill University , Montreal, Canada

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  3. Fei Gao

    1. Siemens Medical Solutions, Knoxville, USA

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  4. Bernhard Kainz

    1. Imperial College London , London, United Kingdom

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  5. Theo van Walsum

    1. Biomedical Imaging Group, Rotterdam, The Netherlands

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  6. Kuangyu Shi

    1. Technical University Munich , Munich, Germany

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  7. Kanwal K. Bhatia

    1. Visulytix Limited , London, United Kingdom

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  8. Roman Peter

    1. Biomedical Imaging Group, Rotterdam, The Netherlands

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  9. Tom Vercauteren

    1. University College London, London, United Kingdom

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  10. Mauricio Reyes

    1. University of Bern , Bern, Switzerland

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  11. Adrian Dalca

    1. Harvard Medical School , Boston, USA

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  12. Roland Wiest

    1. University Hospital of Bern , Bern, Switzerland

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  13. Wiro Niessen

    1. Biomedical Imaging Group, Rotterdam, The Netherlands

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  14. Bart J. Emmer

    1. Academic Medical Center , Amsterdam, The Netherlands

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 10555)

Part of the book sub series: Image Processing, Computer Vision, Pattern Recognition, and Graphics (LNIP)

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Table of contents (18 papers)

  1. Front Matter

    Pages I-XV
    Download chapter PDF

  2. Fifth International Workshop on Computational Methods for Molecular Imaging, CMMI 2017

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. 3D Lymphoma Segmentation in PET/CT Images Based on Fully Connected CRFs

      • Yuntao Yu, Pierre Decazes, Isabelle Gardin, Pierre Vera, Su Ruan
      Pages 3-12

    3. Individual Analysis of Molecular Brain Imaging Data Through Automatic Identification of Abnormality Patterns

      • Ninon Burgos, Jorge Samper-González, Anne Bertrand, Marie-Odile Habert, Sébastien Ourselin, Stanley Durrleman et al.
      Pages 13-22

    4. W-Net for Whole-Body Bone Lesion Detection on \(^{68}\)Ga-Pentixafor PET/CT Imaging of Multiple Myeloma Patients

      • Lina Xu, Giles Tetteh, Mona Mustafa, Jana Lipkova, Yu Zhao, Marie Bieth et al.
      Pages 23-30

    5. 3D Alpha Matting Based Co-segmentation of Tumors on PET-CT Images

      • Zisha Zhong, Yusung Kim, John Buatti, Xiaodong Wu
      Pages 31-42

    6. Synthesis of Positron Emission Tomography (PET) Images via Multi-channel Generative Adversarial Networks (GANs)

      • Lei Bi, Jinman Kim, Ashnil Kumar, Dagan Feng, Michael Fulham
      Pages 43-51

  3. Second International Workshop on Reconstruction and Analysis of Moving Body Organs, RAMBO 2017

    1. Front Matter

      Pages 53-53
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    2. Dynamic Respiratory Motion Estimation Using Patch-Based Kernel-PCA Priors for Lung Cancer Radiotherapy

      • Tiancheng He, Ramiro Pino, Bin Teh, Stephen Wong, Zhong Xue
      Pages 55-65

    3. Mass Transportation for Deformable Image Registration with Application to Lung CT

      • Bartłomiej W. Papież, Sir Michael Brady, Julia A. Schnabel
      Pages 66-74

    4. Motion-Robust Spatially Constrained Parameter Estimation in Renal Diffusion-Weighted MRI by 3D Motion Tracking and Correction of Sequential Slices

      • Sila Kurugol, Bahram Marami, Onur Afacan, Simon K. Warfield, Ali  Gholipour
      Pages 75-85

    5. Semi-automatic Cardiac and Respiratory Gated MRI for Cardiac Assessment During Exercise

      • Bram Ruijsink, Esther Puyol-Antón, Muhammad Usman, Joshua  van  Amerom, Phuoc Duong, Mari Nieves Velasco Forte et al.
      Pages 86-95

    6. CoronARe: A Coronary Artery Reconstruction Challenge

      • Serkan Çimen, Mathias Unberath, Alejandro Frangi, Andreas Maier
      Pages 96-104

    7. Freehand Ultrasound Image Simulation with Spatially-Conditioned Generative Adversarial Networks

      • Yipeng Hu, Eli Gibson, Li-Lin Lee, Weidi Xie, Dean C. Barratt, Tom Vercauteren et al.
      Pages 105-115

    8. Context-Sensitive Super-Resolution for Fast Fetal Magnetic Resonance Imaging

      • Steven McDonagh, Benjamin Hou, Amir Alansary, Ozan Oktay, Konstantinos Kamnitsas, Mary Rutherford et al.
      Pages 116-126

    9. Reconstruction of 3D Cardiac MR Images from 2D Slices Using Directional Total Variation

      • Nicolas Basty, Darryl McClymont, Irvin Teh, Jürgen E. Schneider, Vicente Grau
      Pages 127-135

    10. An Efficient Multi-resolution Reconstruction Scheme with Motion Compensation for 5D Free-Breathing Whole-Heart MRI

      • Rosa-María Menchón-Lara, Javier Royuela-del-Val, Alejandro  Godino-Moya, Lucilio Cordero-Grande, Federico  Simmross-Wattenberg, Marcos Martín-Fernández et al.
      Pages 136-145

  4. First International Stroke Workshop on Imaging and Treatment Challenges, SWITCH 2017

    1. Front Matter

      Pages 147-147
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    2. Automated Ventricular System Segmentation in CT Images of Deformed Brains Due to Ischemic and Subarachnoid Hemorrhagic Stroke

      • E. Ferdian, A. M. Boers, L. F. Beenen, B. M. Cornelissen, I. G. Jansen, K. M. Treurniet et al.
      Pages 149-157

    3. Towards Automatic Collateral Circulation Score Evaluation in Ischemic Stroke Using Image Decompositions and Support Vector Machines

      • Yiming Xiao, Ali Alamer, Vladimir Fonov, Benjamin W. Y. Lo, Donatella Tampieri, D. Louis Collins et al.
      Pages 158-167
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  1. Molecular Imaging, Reconstruction and Analysis of Moving Body Organs, and Stroke Imaging and Treatment

Keywords

About this book

This book constitutes the refereed joint proceedings of the International Workshop on Computational Methods for Molecular Imaging, CMMI 2017, the International Workshop on Reconstruction and Analysis of Moving Body Organs, RAMBO 2017, and the International Stroke Workshop: Imaging and Treatment Challenges, SWITCH 2017, held in conjunction with the 20th International Conference on Medical Imaging and Computer-Assisted Intervention, MICCAI 2017, in Québec City, QC, Canada, in September 2017.

The 5 full papers presented at FIFI 2017, the 9 full papers presented at RAMBO 2017, and the 4 full papers presented at SWITCH 2017 were carefully reviewed and selected. The CMMI papers cover various areas from image synthesis to data analysis and from clinical diagnosis to therapy individualization, using molecular imaging modalities PET, SPECT, PET/CT, SPECT/CT, and PET/MR. The RAMBO papers present research from both academia and industry, They are organized into the categories "registration and tracking" and "image reconstruction and information retrieval" while application areas include cardiac, pulmonal, abdominal, fetal, and renal imaging. The SWITCH papers focus on CT(A)-based quantitative imaging biomarkers for stroke.



Editors and Affiliations

  • University College London , London, United Kingdom

    M. Jorge Cardoso

  • McGill University , Montreal, Canada

    Tal Arbel

  • Siemens Medical Solutions, Knoxville, USA

    Fei Gao

  • Imperial College London , London, United Kingdom

    Bernhard Kainz

  • Biomedical Imaging Group, Rotterdam, The Netherlands

    Theo van Walsum, Roman Peter, Wiro Niessen

  • Technical University Munich , Munich, Germany

    Kuangyu Shi

  • Visulytix Limited , London, United Kingdom

    Kanwal K. Bhatia

  • University College London, London, United Kingdom

    Tom Vercauteren

  • University of Bern , Bern, Switzerland

    Mauricio Reyes

  • Harvard Medical School , Boston, USA

    Adrian Dalca

  • University Hospital of Bern , Bern, Switzerland

    Roland Wiest

  • Academic Medical Center , Amsterdam, The Netherlands

    Bart J. Emmer

Bibliographic Information

  • Book Title: Molecular Imaging, Reconstruction and Analysis of Moving Body Organs, and Stroke Imaging and Treatment

  • Book Subtitle: Fifth International Workshop, CMMI 2017, Second International Workshop, RAMBO 2017, and First International Workshop, SWITCH 2017, Held in Conjunction with MICCAI 2017, Québec City, QC, Canada, September 14, 2017, Proceedings

  • Editors: M. Jorge Cardoso, Tal Arbel, Fei Gao, Bernhard Kainz, Theo van Walsum, Kuangyu Shi, Kanwal K. Bhatia, Roman Peter, Tom Vercauteren, Mauricio Reyes, Adrian Dalca, Roland Wiest, Wiro Niessen, … Bart J. Emmer

  • Series Title: Lecture Notes in Computer Science

  • DOI: https://doi.org/10.1007/978-3-319-67564-0

  • Publisher: Springer Cham

  • eBook Packages: Computer Science, Computer Science (R0)

  • Copyright Information: Springer International Publishing AG 2017

  • Softcover ISBN: 978-3-319-67563-3Published: 09 September 2017

  • eBook ISBN: 978-3-319-67564-0Published: 06 September 2017

  • Series ISSN: 0302-9743

  • Series E-ISSN: 1611-3349

  • Edition Number: 1

  • Number of Pages: XV, 186

  • Number of Illustrations: 74 b/w illustrations

  • Topics: Image Processing and Computer Vision, Pattern Recognition, Artificial Intelligence, Health Informatics, Information Storage and Retrieval

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