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Simulation and Synthesis in Medical Imaging, Ali Gooya; Orcun Goksel; Ipek Oguz; Ninon Burgos


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Автор: Ali Gooya; Orcun Goksel; Ipek Oguz; Ninon Burgos
Название:  Simulation and Synthesis in Medical Imaging
ISBN: 9783030005351
Издательство: Springer
Классификация:



ISBN-10: 3030005356
Обложка/Формат: Soft cover
Страницы: 140
Вес: 0.24 кг.
Дата издания: 2018
Серия: Image Processing, Computer Vision, Pattern Recognition, and Graphics
Язык: English
Издание: 1st ed. 2018
Иллюстрации: 58 illustrations, black and white; x, 140 p. 58 illus.
Размер: 234 x 156 x 8
Читательская аудитория: Professional & vocational
Основная тема: Computer Science
Подзаголовок: Third International Workshop, SASHIMI 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16, 2018, Proceedings
Ссылка на Издательство: Link
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Поставляется из: Германии
Описание: This book constitutes the refereed proceedings of the Third International Workshop on Simulation and Synthesis in Medical Imaging, SASHIMI 2018, held in conjunction with MICCAI 2018, in Granada, Spain, in September 2018.The 14 full papers presented were carefully reviewed and selected from numerous submissions. This workshop continues to provide a state-of-the-art and integrative perspective on simulation and synthesis in medical imaging for the purpose of invigorating research and stimulating new ideas on how to build theoretical links, practical synergies, and best practices between these two research directions.
Дополнительное описание: Medical Image Synthesis for Data Augmentation and Anonymization Using Generative Adversarial Networks.- Data Augmentation Using synthetic Lesions Improves Machine Learning Detection of Microbleeds from MRI.- Deep Harmonization of Inconsistent MR Data for



Intravascular Imaging and Computer Assisted Stenting and Large-Scale Annotation of Biomedical Data and Expert Label Synthesis

Автор: Danail Stoyanov; Zeike Taylor; Simone Balocco; Rap
Название: Intravascular Imaging and Computer Assisted Stenting and Large-Scale Annotation of Biomedical Data and Expert Label Synthesis
ISBN: 3030013634 ISBN-13(EAN): 9783030013639
Издательство: Springer
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Цена: 6986.00 р.
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Описание: 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.

Medical Imaging and Augmented Reality

Автор: Zheng
Название: Medical Imaging and Augmented Reality
ISBN: 3319437747 ISBN-13(EAN): 9783319437743
Издательство: Springer
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Цена: 9224.00 р.
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Описание: The 6th International Conference on Medical Imaging and Augmented Reality, MIAR 2016, was held in Bern, Switzerland during August 2016. The aim of MIAR is to bring together researchers in computer vision, graphics, robotics, and medical imaging to present the state-of-the-art developments in this ever-growing research area in topics such as:Medical Image Formation, Analysis and InterpretationAugmented Reality, Visualization and SimulationComputer Assisted Interventional and Robotics, Surgical PlanningSystematic Extra- and Intra-corporeal Imaging ModalitiesGeneral Biological and Neuroscience Image Computing

Simulation and Synthesis in Medical Imaging

Автор: Tsaftaris
Название: Simulation and Synthesis in Medical Imaging
ISBN: 3319466291 ISBN-13(EAN): 9783319466293
Издательство: Springer
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Описание:

This book constitutes the refereed proceedings of the First International Workshop on Simulation and Synthesis in Medical Imaging, held in conjunction with MICCAI 2016, in Athens, Greece, in October 2016.

The 17 revised full papers presented together in this book were carefully reviewed and selected from 21 submissions.

The contributions span the following broad categories: fundamental methods for image-based biophysical modeling and image synthesis; biophysical and data-driven models of disease progression or organ development; biophysical and data-driven models of organ motion and deformation; biophysical and data-driven models of image formation and acquisition; segmentation/registration across or within modalities to aid the learning of model parameters; cross modality (PET/MR, PET/CT, CT/MR, etc.) image synthesis; simulation and synthesis from large-scale image databases; automated techniques for quality assessment of simulations and synthetic images; as well as several applications of image synthesis and simulation in medical imaging such as image registration and segmentation; image denoising and information fusion; image reconstruction from sparse data or sparse views; and real-time simulation of biophysical properties. The papers were divided into two general topics named "simulation based approaches for medical imaging" and "synthesis and its applications in computational medical imaging".

Simulation and Synthesis in Medical Imaging

Автор: Sotirios A. Tsaftaris; Ali Gooya; Alejandro F. Fra
Название: Simulation and Synthesis in Medical Imaging
ISBN: 3319681265 ISBN-13(EAN): 9783319681269
Издательство: Springer
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Описание:

This book constitutes the refereed proceedings of the Second International Workshop on Simulation and Synthesis in Medical Imaging, held in conjunction with MICCAI 2017, in Quebec City, Canada, in September 2017.

The 11 revised full papers presented were carefully reviewed and selected from 14 submissions. The contributions span the following broad categories: cross modality (PET/MR, PET/CT, CT/MR, etc.) image synthesis, simulation and synthesis from large-scale image databases, automated techniques for quality assessment images, and several applications of image synthesis and simulation in medical imaging such as image interpolation and segmentation, image reconstruction, cell imaging, and blood flow.

Simulation and Synthesis in Medical Imaging

Автор: Ninon Burgos; Ali Gooya; David Svoboda
Название: Simulation and Synthesis in Medical Imaging
ISBN: 3030327779 ISBN-13(EAN): 9783030327774
Издательство: Springer
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Описание: This book constitutes the refereed proceedings of the 4th International Workshop on Simulation and Synthesis in Medical Imaging, SASHIMI 2019, held in conjunction with MICCAI 2019, in Shenzhen, China, in October 2019.The 16 full papers presented were carefully reviewed and selected from 21 submissions.

Large-Scale Annotation of Biomedical Data and Expert Label Synthesis and Hardware Aware Learning for Medical Imaging and Computer Assisted Intervention

Автор: Luping Zhou; Nicholas Heller; Yiyu Shi; Yiming Xia
Название: Large-Scale Annotation of Biomedical Data and Expert Label Synthesis and Hardware Aware Learning for Medical Imaging and Computer Assisted Intervention
ISBN: 3030336417 ISBN-13(EAN): 9783030336417
Издательство: Springer
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Описание:

4th International Workshop on Large-Scale Annotation of Biomedical Data and Expert Label Synthesis (LABELS 2019).- Comparison of active learning strategies applied to lung nodule segmentation in CT scans.- Robust Registration of Statistical Shape Models for Unsupervised Pathology Annotation.- XiangyaDerm: A Clinical Image Dataset of Asian Race for Skin Disease Aided Diagnosis.- Data Augmentation based on Substituting Regional MRI Volume Scores.- Weakly supervised segmentation from extreme points.- Exploring the Relationship between Segmentation Uncertainty, Segmentation Performance and Inter-observer Variability with Probabilistic Networks.- DeepIGeoS-V2: Deep Interactive Segmentation of Multiple Organs from Head and Neck Images with Lightweight CNNs.- The Role of Publicly Available Data in MICCAI Papers from 2014 to 2018.- First International Workshop on Hardware Aware Learning for Medical Imaging and Computer Assisted Intervention (HAL-MICCAI 2019).- Hardware Acceleration of Persistent Homology Computation.- Deep Compressed Pneumonia Detection for Low-Power Embedded Devices.- D3MC: A Reinforcement Learning based Data-driven Dyna Model Compression.- An Analytical Method of Automatic Alignment for Electron Tomography.- Fixed-Point U-Net Quantization for Medical Image Segmentation.- Second International Workshop on Correction of Brainshift with Intra-Operative Ultrasound (CuRIOUS 2019).- Registration of ultrasound volumes based on Euclidean distance transform.- Landmark-based evaluation of a block-matching registration framework on the RESECT pre- and intra-operative brain image data set.- Comparing deep learning strategies and attention mechanisms of discrete registration for multimodal image-guided interventions.


Intravascular Imaging and Computer Assisted Stenting, and Large-Scale Annotation of Biomedical Data and Expert Label Synthesis

Автор: M. Jorge Cardoso; Tal Arbel; Su-Lin Lee; Veronika
Название: Intravascular Imaging and Computer Assisted Stenting, and Large-Scale Annotation of Biomedical Data and Expert Label Synthesis
ISBN: 3319675338 ISBN-13(EAN): 9783319675336
Издательство: Springer
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Цена: 6986.00 р.
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Описание:

This book constitutes the refereed joint proceedings of the 6th Joint International Workshop on Computing and Visualization for Intravascular Imaging and Computer Assisted Stenting, CVII-STENT 2017, and the Second International Workshop on Large-Scale Annotation of Biomedical Data and Expert Label Synthesis, LABELS 2017, held in conjunction with the 20th International Conference on Medical Imaging and Computer-Assisted Intervention, MICCAI 2017, in Quebec City, QC, Canada, in September 2017.

The 6 full papers presented at CVII-STENT 2017 and the 11 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.

Patch-Based Techniques in Medical Imaging

Автор: Wu
Название: Patch-Based Techniques in Medical Imaging
ISBN: 3319471171 ISBN-13(EAN): 9783319471174
Издательство: Springer
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Цена: 5870.00 р.
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Описание: The main aim of the Patch-MI 2016 workshop is to promote methodological advances within the medical imaging field, with various applications in image segmentation, image denoising, image super-resolution, computer-aided diagnosis, image registration, abnormality detection, and image synthesis.

Clinical Image-Based Procedures. Translational Research in Medical Imaging

Автор: Shekhar
Название: Clinical Image-Based Procedures. Translational Research in Medical Imaging
ISBN: 331946471X ISBN-13(EAN): 9783319464718
Издательство: Springer
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Цена: 5870.00 р.
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Описание: This book constitutes the revised selected papers from the 5th International Workshop on Clinical Image-Based Procedures, CLIP 2016, held in conjunction with MICCAI 2016 in Athens, Greece, in October 2016. The 10 papers presented in this volume were carefully reviewed and selected from 16 submissions.

Information Processing in Medical Imaging

Автор: Marc Niethammer; Martin Styner; Stephen Aylward; H
Название: Information Processing in Medical Imaging
ISBN: 3319590499 ISBN-13(EAN): 9783319590493
Издательство: Springer
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Цена: 12577.00 р.
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Описание: This book constitutes the proceedings of the 25th International Conference on Information Processing in Medical Imaging, IPMI 2017, held at the Appalachian State University, Boon, NC, USA, in June 2017. diffusion imaging; quantitative imaging; imaging genomics; image registration; general image analysis.

Patch-Based Techniques in Medical Imaging

Автор: Guorong Wu; Brent C. Munsell; Yiqiang Zhan; Wenjia
Название: Patch-Based Techniques in Medical Imaging
ISBN: 3319674331 ISBN-13(EAN): 9783319674339
Издательство: Springer
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Цена: 6986.00 р.
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Описание: This book constitutes the refereed proceedings of the Third International Workshop on Patch-Based Techniques in Medical Images, Patch-MI 2017, which was held in conjunction with MICCAI 2017, in Quebec City, QC, Canada, in September 2017. The 18 regular papers presented in this volume were carefully reviewed and selected from 26 submissions.

Machine Learning in Medical Imaging

Автор: Qian Wang; Yinghuan Shi; Heung-Il Suk; Kenji Suzuk
Название: Machine Learning in Medical Imaging
ISBN: 3319673882 ISBN-13(EAN): 9783319673882
Издательство: Springer
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Цена: 9083.00 р.
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Описание: This book constitutes the refereed proceedings of the 8th International Workshop on Machine Learning in Medical Imaging, MLMI 2017, held in conjunction with MICCAI 2017, in Quebec City, QC, Canada, in September 2017. The main aim of this workshop is to help advance scientific research within the broad field of machine learning in medical imaging.


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