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 /: International Workshops, POCUS 2018, BIVPCS 2018, CuRIOUS 2018, and CPM 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16-20, 2018, Proceedings. (2018)

• Record Type: Book
• Other Titles: POCUS 2018; BIVPCS 2018; CuRIOUS 2018; CPM 2018
• Further Information: Note: Danail Stoyanov, Zeike Taylor, Stephen Aylward, João Manuel R.S. Tavares, Yiming Xiao, Amber Simpson et al. (eds.).
• Editors: Stoyanov, Danail; Taylor, Zeike; Aylward, Stephen; Tavares, João Manuel R. S; Xiao, Yiming; Simpson, Amber
• Other Names: POCUS (Workshop); BIVPCS (Workshop); CuRIOUS (Workshop); CPM (Workshop); International Conference on Medical Image Computing and Computer-Assisted Intervention, 21st
• 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.
• Publisher Details: Cham, Switzerland : Springer
• Publication Date: 2018
• Extent: 1 online resource (xix, 204 pages), illustrations
• Subjects: 616.07/57; Computer science; Diagnostic imaging -- Data processing -- Congresses; Computer-assisted surgery -- Congresses; Computers -- Intelligence (AI) & Semantics; Medical -- General; Computers -- Hardware -- Network Hardware; Computers -- Hardware -- General; Artificial intelligence; Health & safety aspects of IT; Network hardware; Computer hardware; Computer vision; Artificial intelligence; Medical records_xData processing; Computer Communication Networks; Computer hardware; Computers -- Computer Graphics; Image processing; Electronic books
• Languages: English
• ISBNs: 9783030010454; 3030010457
• Related ISBNs: 9783030010447
• Notes: Note: Online resource; title from PDF title page (SpringerLink, viewed September 20, 2018).
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.