Title Intravascular imaging and computer assisted stenting and Large-scale annotation of biomedical data and expert label synthesis : 7th Joint International Workshop, CVII-STENT 2018 and third International Workshop, LABELS 2018, held in conjunction with MICCAI 2018, Granada, Spain, September 16, 2018, Proceedings / Danail Stoyanov, Zeike Taylor, Simone Balocco, Raphael Sznitman et al. (eds.)

Published Cham, Switzerland : Springer, 2018

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Description 1 online resource (xvii, 202 pages) : illustrations Series Lecture notes in computer science ; 11043 LNCS sublibrary. SL 6, Image processing, computer vision, pattern recognition, and graphics Lecture notes in computer science ; 11043. LNCS sublibrary. SL 6, Image processing, computer vision, pattern recognition, and graphics. Contents Blood-flow estimation in the hepatic arteries based on 3D/2D angiography registration -- Automated quantification of blood flow velocity from time-resolved CT angiography -- Multiple device segmentation for fluoroscopic imaging using multi-task learning -- Segmentation of the Aorta Using Active Contours with Histogram-Based Descriptors -- Layer Separation in X-ray Angiograms for Vessel Enhancement with Fully Convolutional Network -- Generation of a HER2 breast cancer gold-standard using supervised learning from multiple experts -- Deep Learning-based Detection and Segmentation for BVS Struts in IVOCT Images -- Towards Automatic Measurement of Type B Aortic Dissection Parameters -- Prediction of FFR from IVUS Images using Machine Learning -- Deep Learning Retinal Vessel Segmentation From a Single Annotated Example: An Application of Cyclic Generative Adversarial Neural Networks -- An Efficient and Comprehensive Labeling Tool for Large-scale Annotation of Fundus Images -- Crowd disagreement about medical images is informative -- Imperfect Segmentation Labels: How Much Do They Matter? -- Crowdsourcing annotation of surgical instruments in videos of cataract surgery -- Four-dimensional ASL MR angiography phantoms with noise learned by neural styling -- Feature learning based on visual similarity triplets in medical image analysis: A case study of emphysema in chest CT scans -- Capsule Networks against Medical Imaging Data Challenges -- Fully Automatic Segmentation of Coronary Arteries based on Deep Neural Network in Intravascular Ultrasound Images -- Weakly-Supervised Learning for Tool Localization in Laparoscopic Videos -- Radiology Objects in COntext (ROCO) -- Improving out-of-sample prediction of quality of MRIQC Summary This book constitutes the refereed joint proceedings of the 7th Joint International Workshop on Computing and Visualization for Intravascular Imaging and Computer Assisted Stenting, CVII-STENT 2018, and the Third International Workshop on Large-Scale Annotation of Biomedical Data and Expert Label Synthesis, LABELS 2018, held in conjunction with the 21th International Conference on Medical Imaging and Computer-Assisted Intervention, MICCAI 2018, in Granada, Spain, in September 2018. The 9 full papers presented at CVII-STENT 2017 and the 12 full papers presented at LABELS 2017 were carefully reviewed and selected. The CVII-STENT papers feature the state of the art in imaging, treatment, and computer-assisted intervention in the field of endovascular interventions. The LABELS papers present a variety of approaches for dealing with few labels, from transfer learning to crowdsourcing Notes International conference proceedings Online resource; title from PDF title page (SpringerLink, viewed October 24, 2018) Subject Medical informatics -- Congresses Biomedical engineering -- Congresses Radiography, Medical -- Congresses Health & safety aspects of IT. Artificial intelligence. Computer networking & communications. Image processing. Medical -- General. Computers -- Intelligence (AI) & Semantics. Computers -- Hardware -- General. Computers -- Computer Graphics. Biomedical engineering Medical informatics Radiography, Medical Genre/Form proceedings (reports) Conference papers and proceedings Conference papers and proceedings. Actes de congrès. Form Electronic book Author Stoyanov, Danail, editor. Taylor, Zeike, editor Balocco, Simone, editor. Sznitman, Raphael, editor LABELS (Workshop) (3rd : 2018 : Granada, Spain), jointly held conference. International Conference on Medical Image Computing and Computer-Assisted Intervention (21st : 2018 : Granada, Spain), jointly held conference. ISBN 9783030013646 3030013642 3030013634 9783030013639 9783030013653 3030013650

Other Titles CVII-STENT 2018 LABELS 2018

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