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POCUS/BIVPCS/CuRIOUS/CPM@MICCAI 2018: Granada, Spain
- Danail Stoyanov, Zeike Taylor, Stephen R. Aylward, João Manuel R. S. Tavares, Yiming Xiao, Amber L. Simpson, Anne L. Martel, Lena Maier-Hein, Shuo Li, Hassan Rivaz, Ingerid Reinertsen, Matthieu Chabanas, Keyvan Farahani:
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. Lecture Notes in Computer Science 11042, Springer 2018, ISBN 978-3-030-01044-7
International Workshop on Point-of-Care Ultrasound, POCUS 2018
- Emran Mohammad Abu Anas, Haichong K. Zhang, Chloé Audigier, Emad M. Boctor:
Robust Photoacoustic Beamforming Using Dense Convolutional Neural Networks. 3-11 - Mark Asselin, Tamas Ungi, Andras Lasso, Gabor Fichtinger:
A Training Tool for Ultrasound-Guided Central Line Insertion with Webcam-Based Position Tracking. 12-20 - Md. Golam Kibria, Hassan Rivaz:
GLUENet: Ultrasound Elastography Using Convolutional Neural Network. 21-28 - Younsu Kim, Chloé Audigier, Emran Mohammad Abu Anas, Jens Ziegle
, Michael Friebe, Emad M. Boctor:
CUST: CNN for Ultrasound Thermal Image Reconstruction Using Sparse Time-of-Flight Information. 29-37 - Zehui Lin, Minh Hung Le, Dong Ni, Siping Chen, Shengli Li
, Tianfu Wang
, Baiying Lei:
Quality Assessment of Fetal Head Ultrasound Images Based on Faster R-CNN. 38-46 - Oliver Zettinig
, Mehrdad Salehi, Raphael Prevost, Wolfgang Wein:
Recent Advances in Point-of-Care Ultrasound Using the ImFusion Suite for Real-Time Image Analysis. 47-55 - Benjamin Busam
, Patrick Ruhkamp, Salvatore Virga, Beatrice Lentes, Julia Rackerseder, Nassir Navab, Christoph Hennersperger:
Markerless Inside-Out Tracking for 3D Ultrasound Compounding. 56-64 - Sourabh Kulhare, Xinliang Zheng, Courosh Mehanian, Cynthia Gregory, Meihua Zhu, Kenton W. Gregory, Hua Xie, James McAndrew Jones, Benjamin K. Wilson:
Ultrasound-Based Detection of Lung Abnormalities Using Single Shot Detection Convolutional Neural Networks. 65-73 - Nathan Van Woudenberg, Zhibin Liao, Amir H. Abdi, Hani Girgis, Christina Luong
, Hooman Vaseli, Delaram Behnami, Haotian Zhang, Kenneth Gin, Robert Rohling, Teresa Tsang
, Purang Abolmaesumi:
Quantitative Echocardiography: Real-Time Quality Estimation and View Classification Implemented on a Mobile Android Device. 74-81 - Haichong K. Zhang, Younsu Kim, Abhay Moghekar, Nicholas J. Durr
, Emad M. Boctor:
Single-Element Needle-Based Ultrasound Imaging of the Spine: An In Vivo Feasibility Study. 82-89
International Workshop on Bio-Imaging and Visualization for Patient-Customized Simulations, BIVPCS 2018
- Pedro Morais
, João L. Vilaça
, Sandro F. Queiros
, Pedro L. Rodrigues, João Manuel R. S. Tavares
, Jan D'hooge
:
A Novel Interventional Guidance Framework for Transseptal Puncture in Left Atrial Interventions. 93-101 - Magali Fröhlich, Christophe Bolinhas, Adrien Depeursinge
, Antoine Widmer, Nicolas Chevrey, Patric Hagmann, Christian Simon, Vivianne B. C. Kokje, Stéphane Gobron:
Holographic Visualisation and Interaction of Fused CT, PET and MRI Volumetric Medical Imaging Data Using Dedicated Remote GPGPU Ray Casting. 102-110 - Patrícia C. T. Gonçalves
, Ana S. Moura
, M. Natália Dias Soeiro Cordeiro
, Pedro Campos
:
Mr. Silva and Patient Zero: A Medical Social Network and Data Visualization Information System. 111-117 - Takaaki Sugino, Holger R. Roth
, Masahiro Oda
, Kensaku Mori:
Fully Convolutional Network-Based Eyeball Segmentation from Sparse Annotation for Eye Surgery Simulation Model. 118-126
International Workshop on Correction of Brainshift with Intra-Operative Ultrasound, CuRIOUS 2018
- Xia Zhong, Siming Bayer
, Nishant Ravikumar
, Norbert Strobel, Annette Birkhold
, Markus Kowarschik, Rebecca Fahrig, Andreas K. Maier:
Resolve Intraoperative Brain Shift as Imitation Game. 129-137 - Jisu Hong, Hyunjin Park
:
Non-linear Approach for MRI to intra-operative US Registration Using Structural Skeleton. 138-145 - Wolfgang Wein:
Brain-Shift Correction with Image-Based Registration and Landmark Accuracy Evaluation. 146-151 - Li Sun, Songtao Zhang:
Deformable MRI-Ultrasound Registration Using 3D Convolutional Neural Network. 152-158 - Mattias P. Heinrich
:
Intra-operative Ultrasound to MRI Fusion with a Public Multimodal Discrete Registration Tool. 159-164 - Inês Machado
, Matthew Toews, Jie Luo, Prashin Unadkat
, Walid Essayed, Elizabeth George, Pedro Teodoro, Herculano Carvalho, Jorge Martins
, Polina Golland, Steve Pieper, Sarah F. Frisken, Alexandra J. Golby, William M. Wells III, Yangming Ou
:
Deformable MRI-Ultrasound Registration via Attribute Matching and Mutual-Saliency Weighting for Image-Guided Neurosurgery. 165-171 - David Drobny
, Tom Vercauteren
, Sébastien Ourselin
, Marc Modat
:
Registration of MRI and iUS Data to Compensate Brain Shift Using a Symmetric Block-Matching Based Approach. 172-178 - Roozbeh Shams, Marc-Antoine Boucher, Samuel Kadoury:
Intra-operative Brain Shift Correction with Weighted Locally Linear Correlations of 3DUS and MRI. 179-184
International Workshop on Computational Precision Medicine, CPM 2018
- Hassan Muhammad, Ida Häggström
, David S. Klimstra, Thomas J. Fuchs:
Survival Modeling of Pancreatic Cancer with Radiology Using Convolutional Neural Networks. 187-192 - Li Sun, Songtao Zhang:
Pancreatic Cancer Survival Prediction Using CT Scans and Clinical Variables. 193-201

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