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Simulation, Image Processing, and Ultrasound Systems for Assisted Diagnosis and Navigation

International Workshops, POCUS 2018, BIVPCS 2018, CuRIOUS 2018, and CPM 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16–20, 2018, Proceedings

  • Conference proceedings
  • © 2018

Overview

Editors:
  1. Danail Stoyanov

    1. University College London, London, UK

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  2. Zeike Taylor

    1. University of Leeds, Leeds, UK

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  3. Stephen Aylward

    1. Kitware Inc., Carrboro, USA

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  4. João Manuel R.S. Tavares

    1. University of Porto, Porto, Portugal

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  5. Yiming Xiao

    1. Western University, London, Canada

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  6. Amber Simpson

    1. Memorial Sloan Kettering Cancer Center, New York, USA

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  7. Anne Martel

    1. Sunnybrook Health Science Centre, Toronto, Canada

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  8. Lena Maier-Hein

    1. Deutsches Krebsforschungszentrum (DKFZ), Heidelberg, Germany

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  9. Shuo Li

    1. University of Western Ontario, London, Canada

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  10. Hassan Rivaz

    1. Concordia University, Montreal, Canada

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  11. Ingerid Reinertsen

    1. SINTEF Health Research, Trondheim, Norway

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  12. Matthieu Chabanas

    1. Grenoble Alpes University, St.-Martin-d’Hères, France

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  13. Keyvan Farahani

    1. National Cancer Institute, Bethesda, USA

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 11042)

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

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Table of contents (24 papers)

  1. Front Matter

    Pages i-xix
    Download chapter PDF

  2. International Workshop on Point-of-Care Ultrasound, POCUS 2018

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. Robust Photoacoustic Beamforming Using Dense Convolutional Neural Networks

      • Emran Mohammad Abu Anas, Haichong K. Zhang, Chloé Audigier, Emad M. Boctor
      Pages 3-11

    3. A Training Tool for Ultrasound-Guided Central Line Insertion with Webcam-Based Position Tracking

      • Mark Asselin, Tamas Ungi, Andras Lasso, Gabor Fichtinger
      Pages 12-20

    4. GLUENet: Ultrasound Elastography Using Convolutional Neural Network

      • Md. Golam Kibria, Hassan Rivaz
      Pages 21-28

    5. CUST: CNN for Ultrasound Thermal Image Reconstruction Using Sparse Time-of-Flight Information

      • Younsu Kim, Chloé Audigier, Emran M. A. Anas, Jens Ziegle, Michael Friebe, Emad M. Boctor
      Pages 29-37

    6. Quality Assessment of Fetal Head Ultrasound Images Based on Faster R-CNN

      • Zehui Lin, Minh Hung Le, Dong Ni, Siping Chen, Shengli Li, Tianfu Wang et al.
      Pages 38-46

    7. Recent Advances in Point-of-Care Ultrasound Using the \({\textit{ImFusion Suite}}\) for Real-Time Image Analysis

      • Oliver Zettinig, Mehrdad Salehi, Raphael Prevost, Wolfgang Wein
      Pages 47-55

    8. Markerless Inside-Out Tracking for 3D Ultrasound Compounding

      • Benjamin Busam, Patrick Ruhkamp, Salvatore Virga, Beatrice Lentes, Julia Rackerseder, Nassir Navab et al.
      Pages 56-64

    9. Ultrasound-Based Detection of Lung Abnormalities Using Single Shot Detection Convolutional Neural Networks

      • Sourabh Kulhare, Xinliang Zheng, Courosh Mehanian, Cynthia Gregory, Meihua Zhu, Kenton Gregory et al.
      Pages 65-73

    10. Quantitative Echocardiography: Real-Time Quality Estimation and View Classification Implemented on a Mobile Android Device

      • Nathan Van Woudenberg, Zhibin Liao, Amir H. Abdi, Hani Girgis, Christina Luong, Hooman Vaseli et al.
      Pages 74-81

    11. Single-Element Needle-Based Ultrasound Imaging of the Spine: An In Vivo Feasibility Study

      • Haichong K. Zhang, Younsu Kim, Abhay Moghekar, Nicholas J. Durr, Emad M. Boctor
      Pages 82-89

  3. International Workshop on Bio-Imaging and Visualization for Patient-Customized Simulations, BIVPCS 2018

    1. Front Matter

      Pages 91-91
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    2. A Novel Interventional Guidance Framework for Transseptal Puncture in Left Atrial Interventions

      • Pedro Morais, João L. Vilaça, Sandro Queirós, Pedro L. Rodrigues, João Manuel R. S. Tavares, Jan D’hooge
      Pages 93-101

    3. Holographic Visualisation and Interaction of Fused CT, PET and MRI Volumetric Medical Imaging Data Using Dedicated Remote GPGPU Ray Casting

      • Magali Fröhlich, Christophe Bolinhas, Adrien Depeursinge, Antoine Widmer, Nicolas Chevrey, Patric Hagmann et al.
      Pages 102-110

    4. Mr. Silva and Patient Zero: A Medical Social Network and Data Visualization Information System

      • Patrícia C. T. Gonçalves, Ana S. Moura, M. Natália D. S. Cordeiro, Pedro Campos
      Pages 111-117

    5. Fully Convolutional Network-Based Eyeball Segmentation from Sparse Annotation for Eye Surgery Simulation Model

      • Takaaki Sugino, Holger R. Roth, Masahiro Oda, Kensaku Mori
      Pages 118-126

  4. International Workshop on Correction of Brainshift with Intra-Operative Ultrasound, CuRIOUS 2018

    1. Front Matter

      Pages 127-127
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    2. Resolve Intraoperative Brain Shift as Imitation Game

      • Xia Zhong, Siming Bayer, Nishant Ravikumar, Norbert Strobel, Annette Birkhold, Markus Kowarschik et al.
      Pages 129-137

    3. Non-linear Approach for MRI to intra-operative US Registration Using Structural Skeleton

      • Jisu Hong, Hyunjin Park
      Pages 138-145
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  1. Simulation, Image Processing, and Ultrasound Systems for Assisted Diagnosis and Navigation

Keywords

About this book

This book constitutes the refereed joint proceedings of the International Workshop on Point-of-Care Ultrasound, POCUS 2018, the International Workshop on Bio-Imaging and Visualization for Patient-Customized Simulations, BIVPCS 2017, the International Workshop on Correction of Brainshift with Intra-Operative Ultrasound, CuRIOUS 2018, and the International Workshop on Computational Precision Medicine, CPM 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 10 full papers presented at POCUS 2018, the 4 full papers presented at BIVPCS 2018, the 8 full papers presented at CuRIOUS 2018, and the 2 full papers presented at CPM 2018 were carefully reviewed and selected. The papers feature research from complementary fields such as ultrasound image systems applications as well as signal and image processing, mechanics, computational vision, mathematics, physics, informatics, computer graphics, bio-medical-practice, psychology and industry. They discuss intra-operative ultrasound-guided brain tumor resection as well as pancreatic cancer survival prediction.

Editors and Affiliations

  • University College London, London, UK

    Danail Stoyanov

  • University of Leeds, Leeds, UK

    Zeike Taylor

  • Kitware Inc., Carrboro, USA

    Stephen Aylward

  • University of Porto, Porto, Portugal

    João Manuel R.S. Tavares

  • Western University, London, Canada

    Yiming Xiao

  • Memorial Sloan Kettering Cancer Center, New York, USA

    Amber Simpson

  • Sunnybrook Health Science Centre, Toronto, Canada

    Anne Martel

  • Deutsches Krebsforschungszentrum (DKFZ), Heidelberg, Germany

    Lena Maier-Hein

  • University of Western Ontario, London, Canada

    Shuo Li

  • Concordia University, Montreal, Canada

    Hassan Rivaz

  • SINTEF Health Research, Trondheim, Norway

    Ingerid Reinertsen

  • Grenoble Alpes University, St.-Martin-d’Hères, France

    Matthieu Chabanas

  • National Cancer Institute, Bethesda, USA

    Keyvan Farahani

Bibliographic Information

  • Book Title: Simulation, Image Processing, and Ultrasound Systems for Assisted Diagnosis and Navigation

  • Book Subtitle: International Workshops, POCUS 2018, BIVPCS 2018, CuRIOUS 2018, and CPM 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16–20, 2018, Proceedings

  • Editors: Danail Stoyanov, Zeike Taylor, Stephen Aylward, João Manuel R.S. Tavares, Yiming Xiao, Amber Simpson, Anne Martel, Lena Maier-Hein, Shuo Li, Hassan Rivaz, Ingerid Reinertsen, Matthieu Chabanas, … Keyvan Farahani

  • Series Title: Lecture Notes in Computer Science

  • DOI: https://doi.org/10.1007/978-3-030-01045-4

  • Publisher: Springer Cham

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

  • Copyright Information: Springer Nature Switzerland AG 2018

  • Softcover ISBN: 978-3-030-01044-7Published: 15 September 2018

  • eBook ISBN: 978-3-030-01045-4Published: 14 September 2018

  • Series ISSN: 0302-9743

  • Series E-ISSN: 1611-3349

  • Edition Number: 1

  • Number of Pages: XIX, 204

  • Number of Illustrations: 10 b/w illustrations, 70 illustrations in colour

  • Topics: Image Processing and Computer Vision, Artificial Intelligence, Health Informatics, Computer Communication Networks, Computer Hardware

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