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Simulation and Synthesis in Medical Imaging, Tsaftaris


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Автор: Tsaftaris
Название:  Simulation and Synthesis in Medical Imaging
ISBN: 9783319466293
Издательство: Springer
Классификация:





ISBN-10: 3319466291
Обложка/Формат: Paperback
Страницы: 178
Вес: 0.30 кг.
Дата издания: 2016
Серия: Image Processing, Computer Vision, Pattern Recognition, and Graphics
Язык: English
Иллюстрации: 75 black & white illustrations, biography
Размер: 234 x 156 x 10
Читательская аудитория: Professional & vocational
Основная тема: Computer Science
Подзаголовок: First International Workshop, SASHIMI 2016, Held in Conjunction with MICCAI 2016, Athens, Greece, October 21, 2016, Proceedings
Ссылка на Издательство: Link
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Поставляется из: Германии
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.


Дополнительное описание: 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-drive



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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Цена: 6986.00 р.
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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.

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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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.

Medical Imaging and Augmented Reality

Автор: Takeyoshi Dohi; Ichiro Sakuma; Hongen Liao
Название: Medical Imaging and Augmented Reality
ISBN: 3540799818 ISBN-13(EAN): 9783540799818
Издательство: Springer
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Цена: 12577.00 р.
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Описание: Constitutes the refereed proceedings of the 4th International Workshop on Medical Imaging and Augmented Reality, MIAR 2008, held in Tokyo, Japan, in August 2008. This work is organized in topical sections on medical image computing, image analysis, image-guided robotics, image-guided intervention, interventional imaging and image registration.

Medical Imaging and Informatics

Автор: Xiaohong Gao; Henning M?ller; Martin Loomes; Richa
Название: Medical Imaging and Informatics
ISBN: 3540794891 ISBN-13(EAN): 9783540794899
Издательство: Springer
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Цена: 12157.00 р.
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Описание: Constitutes the refereed post-conference proceedings of the Second International Conference on Medical Imaging and Informatics, MIMI 2007, held in Beijing, China, in August 2007. This work organizes these papers in topical sections on medical image segmentation and registration, medical informatics, PET, FMRI, and ultrasound and thermal imaging.

Information Processing in Medical Imaging

Автор: Jerry L. Prince; Dzung L. Pham; Kyle J. Myers
Название: Information Processing in Medical Imaging
ISBN: 3642024971 ISBN-13(EAN): 9783642024979
Издательство: Springer
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Цена: 16769.00 р.
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Описание: This book constitutes the refeered proceedings of the 21st International Conference on Information Processing in Medical Imaging, IPMI 2009, held in Williamsburg, VA, USA, in July 2009 The 26 revised full papers and 33 revised poster papers presented were carefully reviewed and selected from 150 submissions.

Machine Learning and Medical Imaging

Автор: Wu, Guorong
Название: Machine Learning and Medical Imaging
ISBN: 0128040769 ISBN-13(EAN): 9780128040768
Издательство: Elsevier Science
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Цена: 16505.00 р.
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Описание: Machine Learning and Medical Imaging presents state-of- the-art machine learning methods in medical image analysis. It first summarizes cutting-edge machine learning algorithms in medical imaging, including not only classical probabilistic modeling and learning methods, but also recent breakthroughs in deep learning, sparse representation/coding, and big data hashing. In the second part leading research groups around the world present a wide spectrum of machine learning methods with application to different medical imaging modalities, clinical domains, and organs. The biomedical imaging modalities include ultrasound, magnetic resonance imaging (MRI), computed tomography (CT), histology, and microscopy images. The targeted organs span the lung, liver, brain, and prostate, while there is also a treatment of examining genetic associations. Machine Learning and Medical Imaging is an ideal reference for medical imaging researchers, industry scientists and engineers, advanced undergraduate and graduate students, and clinicians.

Spectral and Shape Analysis in Medical Imaging

Автор: Reuter
Название: Spectral and Shape Analysis in Medical Imaging
ISBN: 3319512366 ISBN-13(EAN): 9783319512365
Издательство: Springer
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Цена: 5870.00 р.
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Описание: This book constitutes the refereed post-conference proceedings of the First International Workshop on Spectral and Shape Analysis in Medical Imaging, SeSAMI 2016, held in conjunction with MICCAI 2016, in Athens, Greece, in October 2016.The 10 submitted full papers presented in this volume were carefully reviewed.The papers reflect the following topics: spectral methods; longitudinal methods; and shape methods.

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.

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

Medical Imaging in Clinical Applications

Автор: Dey
Название: Medical Imaging in Clinical Applications
ISBN: 3319337912 ISBN-13(EAN): 9783319337913
Издательство: Springer
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Цена: 28734.00 р.
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Описание: This volume comprises of 21 selected chapters, including two overview chapters devoted to abdominal imaging in clinical applications supported computer aided diagnosis approaches as well as different techniques for solving the pectoral muscle extraction problem in the preprocessing part of the CAD systems for detecting breast cancer in its early stage using digital mammograms. The aim of this book is to stimulate further research in medical imaging applications based algorithmic and computer based approaches and utilize them in real-world clinical applications. The book is divided into four parts, Part-I: Clinical Applications of Medical Imaging, Part-II: Classification and clustering, Part-III: Computer Aided Diagnosis (CAD) Tools and Case Studies and Part-IV: Bio-inspiring based Computer Aided diagnosis techniques.

Medical Computer Vision and Bayesian and Graphical Models for Biomedical Imaging

Автор: Henning M?ller; B. Michael Kelm; Tal Arbel; Weidon
Название: Medical Computer Vision and Bayesian and Graphical Models for Biomedical Imaging
ISBN: 3319611879 ISBN-13(EAN): 9783319611877
Издательство: Springer
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Цена: 7685.00 р.
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Описание: Constructing Subject- and Disease-Specific Effect Maps: Application to Neurodegenerative Diseases.- BigBrain: Automated Cortical Parcellation and Comparison with Existing Brain Atlases.- LATEST: Local AdapTivE and Sequential Training for Tissue Segmentation of Isointense Infant Brain MR Images.- Landmark-based Alzheimer's Disease Diagnosis Using Longitudinal Structural MR Images.- Inferring Disease Status by non-Parametric Probabilistic Embedding.- A Lung Graph-Model for Pulmonary Hypertension and Pulmonary Embolism Detection on DECT Images.- Explaining Radiological Emphysema Subtypes with Unsupervised Texture Prototypes: MESA COPD Study.- Automatic Segmentation of Abdominal MRI Using Selective Sampling and Random Walker.- Gaze2Segment: A Pilot Study for Integrating Eye-Tracking Technology into Medical Image Segmentation.- Automatic Detection of Histological Artifacts in Mouse Brain Slice Images.- Lung Nodule Classification by Jointly Using Visual Descriptors and Deep Features.- Representation Learning for Cross-Modality Classification.- Guideline-based Machine Learning for Standard Plane Extraction in 3D Cardiac Ultrasound.- A Statistical Model for Simultaneous Template Estimation, Bias Correction, and Registration of 3D Brain Images.- Bayesian Multiview Manifold Learning Applied to Hippocampus Shape and Clinical Score Data.- Rigid Slice-To-Volume Medical Image Registration through Markov Random Fields.- Sparse Probabilistic Parallel Factor Analysis for the Modeling of PET and Task-fMRI data.- Non-local Graph-based Regularization for Deformable Image Registration.- Unsupervised Framework for Consistent Longitudinal MS Lesion Segmentation.

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.


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