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 / edited by 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.

Format:

Book

Contributor:

Stoyanov, Danail, Editor.

Taylor, Zeike, Editor.

Aylward, Stephen., Editor.

Tavares, João Manuel R.S., Editor.

Xiao, Yiming, Editor.

Simpson, Amber., Editor.

Martel, Anne, Editor.

Maier-Hein, Lena., Editor.

Li, Shuo, Editor.

Rivaz, Hassan., Editor.

Reinertsen, Ingerid., Editor.

Chabanas, Matthieu., Editor.

Farahani, Keyvan., Editor.

SpringerLink (Online service)

Series:

Computer Science (SpringerNature-11645)

LNCS sublibrary. Image processing, computer vision, pattern recognition, and graphics ; SL 6, 11042

Image Processing, Computer Vision, Pattern Recognition, and Graphics ; 11042

Language:

English

Subjects (All):

Computer vision.

Artificial intelligence.

Medical informatics.

Computer networks.

Computers.

Computer Vision.

Artificial Intelligence.

Health Informatics.

Computer Communication Networks.

Computer Hardware.

Local Subjects:

Computer Vision.

Artificial Intelligence.

Health Informatics.

Computer Communication Networks.

Computer Hardware.

Physical Description:

1 online resource (XIX, 204 pages) : 80 illustrations, 70 illustrations in color.

Edition:

1st ed. 2018.

Contained In:

Springer Nature eBook

Place of Publication:

Cham : Springer International Publishing : Imprint: Springer, 2018.

System Details:

text file PDF

Summary:

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.

Contents:

Robust Photoacoustic Beamforming using Dense Convolutional Neural Networks

A Training Tool for Ultrasound-guided Central Line Insertion with Webcam-based Position Tracking

GLUENet: Ultrasound Elastography Using Convolutional Neural Network

CUST: CNN for Ultrasound thermal image reconstruction using Sparse Time-of-flight information

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

Recent Advances in Point-of-Care Ultrasound using the ImFusion Suite for Real-Time Image Analysis

Markerless Inside-Out Tracking for 3D Ultrasound Compounding

Ultrasound-based Detection of Lung Abnormalities using Single Shot Detection Convolutional Neural Networks

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

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

A novel interventional guidance framework for transseptal puncture in left atrial interventions

Holographic visualisation and interaction of fused CT, PET and MRI volumetric medical imaging data using dedicated remote GPGPU ray casting

Mr. Silva and Patient Zero: a medical social network and data visualization information system

Fully Convolutional Network-based Eyeball Segmentation from Sparse Annotation for Eye Surgery Simulation Model

Resolve Intraoperative Brain Shift as Imitation Game

Non-linear approach for MRI to intra-operative US registration using structural skeleton

Brain-shift correction with image-based registration and landmark accuracy evaluation

Deformable MRI-ultrasound Registration Using 3D Convolutional Neural Network

Intra-operative Ultrasound to MRI Fusion with a Public Multimodal Discrete Registration Tool

Deformable MRI-Ultrasound Registration via Attribute Matching and Mutual-saliency Weighting for Image guided Neurosurgery

Registration of MRI and iUS data to compensate brain shift using a symmetric block-matching based approach

Intra-operative Brain Shift Correction with Weighted Locally Linear Correlations of 3DUS and MRI

Survival modeling of pancreatic cancer with radiology using convolutional neural networks

Pancreatic Cancer Survival Prediction Using CT Scans and Clinical Variables.

Other Format:

Printed edition:

ISBN:

978-3-030-01045-4

9783030010454

Access Restriction:

Restricted for use by site license.