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

1. Front Matter

   Pages i-xix

   PDF

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

   1. Front Matter

      Pages 1-1

      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

      PDF

   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

      PDF

   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

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.

• Acoustic waves
• Artificial intelligence
• Bioinformatics
• Brain shift
• Computer vision
• Emerging Technologies
• Estimation
• Health Informatics
• Image analysis
• Image based diagnosis
• Image processing and analysis
• Image reconstruction
• Imaging systems
• Interaction Design
• Machine Learning
• Medical imaging
• Neural networks
• Reconstruction
• Signal processing
• Ultrasound

• 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

Policies and ethics