Biomedical Image Synthesis And Simulation

Author : Ninon Burgos
Publisher : Academic Press
ISBN 13 : 0128243503
Total Pages : 676 pages
Book Rating : 4.03/5 ( download)

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Download or read book Biomedical Image Synthesis and Simulation written by Ninon Burgos and published by Academic Press. This book was released on 2022-06-18 with total page 676 pages. Available in PDF, EPUB and Kindle. Book excerpt: Biomedical Image Synthesis and Simulation: Methods and Applications presents the basic concepts and applications in image-based simulation and synthesis used in medical and biomedical imaging. The first part of the book introduces and describes the simulation and synthesis methods that were developed and successfully used within the last twenty years, from parametric to deep generative models. The second part gives examples of successful applications of these methods. Both parts together form a book that gives the reader insight into the technical background of image synthesis and how it is used, in the particular disciplines of medical and biomedical imaging. The book ends with several perspectives on the best practices to adopt when validating image synthesis approaches, the crucial role that uncertainty quantification plays in medical image synthesis, and research directions that should be worth exploring in the future. Gives state-of-the-art methods in (bio)medical image synthesis Explains the principles (background) of image synthesis methods Presents the main applications of biomedical image synthesis methods

Author : Sotirios A. Tsaftaris
Publisher : Springer
ISBN 13 : 3319681273
Total Pages : 109 pages
Book Rating : 4.76/5 ( download)

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Download or read book Simulation and Synthesis in Medical Imaging written by Sotirios A. Tsaftaris and published by Springer. This book was released on 2017-09-28 with total page 109 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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 Québec 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.

Author : Sotirios A. Tsaftaris
Publisher : Springer
ISBN 13 : 3319466305
Total Pages : 187 pages
Book Rating : 4.09/5 ( download)

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Download or read book Simulation and Synthesis in Medical Imaging written by Sotirios A. Tsaftaris and published by Springer. This book was released on 2016-10-13 with total page 187 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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”.

Author : Xiaofeng Yang
Publisher : CRC Press
ISBN 13 : 1000900770
Total Pages : 318 pages
Book Rating : 4.74/5 ( download)

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Download or read book Medical Image Synthesis written by Xiaofeng Yang and published by CRC Press. This book was released on 2024-02-06 with total page 318 pages. Available in PDF, EPUB and Kindle. Book excerpt: Image synthesis across and within medical imaging modalities is an active area of research with broad applications in radiology and radiation oncology. This book covers the principles and methods of medical image synthesis, along with state-of-the-art research. First, various traditional non-learning-based, traditional machine-learning-based, and recent deep-learning-based medical image synthesis methods are reviewed. Second, specific applications of different inter- and intra-modality image synthesis tasks and of synthetic image-aided segmentation and registration are introduced and summarized, listing and highlighting the proposed methods, study designs, and reported performances with the related clinical applications of representative studies. Third, the clinical usages of medical image synthesis, such as treatment planning and image-guided adaptive radiotherapy, are discussed. Last, the limitations and current challenges of various medical synthesis applications are explored, along with future trends and potential solutions to solve these difficulties. The benefits of medical image synthesis have sparked growing interest in a number of advanced clinical applications, such as magnetic resonance imaging (MRI)-only radiation therapy treatment planning and positron emission tomography (PET)/MRI scanning. This book will be a comprehensive and exciting resource for undergraduates, graduates, researchers, and practitioners.

Author : Ali Gooya
Publisher : Springer
ISBN 13 : 3030005364
Total Pages : 140 pages
Book Rating : 4.68/5 ( download)

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Download or read book Simulation and Synthesis in Medical Imaging written by Ali Gooya and published by Springer. This book was released on 2018-09-11 with total page 140 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Author : Ninon Burgos
Publisher : Springer Nature
ISBN 13 : 303059520X
Total Pages : 206 pages
Book Rating : 4.03/5 ( download)

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Download or read book Simulation and Synthesis in Medical Imaging written by Ninon Burgos and published by Springer Nature. This book was released on 2020-09-23 with total page 206 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 5th International Workshop on Simulation and Synthesis in Medical Imaging, SASHIMI 2020, held in conjunction with MICCAI 2020, in Lima, Peru, in October 2020. The 19 full papers presented were carefully reviewed and selected from 27 submissions. The contributions span the following broad categories in alignment with the initial call-for-papers: methods based on generative models or adversarial learning for MRI/CT/PET/microscopy image synthesis, and several applications of image synthesis and simulation for data augmentation, image enhancement or segmentation.

Author : Can Zhao
Publisher : Springer Nature
ISBN 13 : 3031169808
Total Pages : 176 pages
Book Rating : 4.09/5 ( download)

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Download or read book Simulation and Synthesis in Medical Imaging written by Can Zhao and published by Springer Nature. This book was released on 2022-09-21 with total page 176 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 7th International Workshop on Simulation and Synthesis in Medical Imaging, SASHIMI 2022, held in conjunction with MICCAI 2022, in Singapore, Singapore in September 2022.

Author : Jelmer M. Wolterink
Publisher : Springer Nature
ISBN 13 : 3031446895
Total Pages : 151 pages
Book Rating : 4.94/5 ( download)

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Download or read book Simulation and Synthesis in Medical Imaging written by Jelmer M. Wolterink and published by Springer Nature. This book was released on 2023-10-06 with total page 151 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 8th International Workshop on Simulation and Synthesis in Medical Imaging, SASHIMI 2023, held in conjunction with MICCAI 2023, in Vancouver, Canada, in October 2023. The 13 full papers included in this book were carefully reviewed and selected from 16 submissions. They span a wide range of topics relevant to SASHIMI, and reflect recent developments in methods for segmentation, image-to-image translation, super-resolution, and image synthesis. Applications include MRI imaging, echocardiography, PET, and digital pathology.

Author : Ninon Burgos
Publisher : Springer
ISBN 13 : 9783030327774
Total Pages : 162 pages
Book Rating : 4.79/5 ( download)

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Download or read book Simulation and Synthesis in Medical Imaging written by Ninon Burgos and published by Springer. This book was released on 2019-10-18 with total page 162 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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. The contributions span the following broad categories in alignment with the initial call-for-papers: methods based on generative models or adversarial learning for MRI/CT/PET/microscopy image synthesis, image super resolution, and several applications of image synthesis and simulation for data augmentation, segmentation or lesion detection.

Author : Scott Thomas Acton
Publisher : Morgan & Claypool Publishers
ISBN 13 : 1598290185
Total Pages : 153 pages
Book Rating : 4.89/5 ( download)

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Download or read book Biomedical Image Analysis written by Scott Thomas Acton and published by Morgan & Claypool Publishers. This book was released on 2006 with total page 153 pages. Available in PDF, EPUB and Kindle. Book excerpt: Annotation Biomedical Image Analysis: Tracking addresses methods for extracting image information from biological/medical images for use in tracking biological targets. Here, and in the forthcoming companion Biomedical Image Analysis: Segmentation (Morgan & Claypool, ISBN: 1598290207), the authors concentrate on aspects of image analysis rather than the modalities or the imaging process itself. This lecture will be a valuable resource for graduate students, faculty, and industrial/governmental researchers interested in applications of imaging, or more specifically, biomedical imaging. It is written from first principles and will be accessible to a broad readership. Key Features:?Methods for tracking using active contours, together with a discussion of selection of parameters and weights?Methods for implementing snakes by way of dynamic programming?Probabilistic methods for tracking, with a description of the Kalman filter?Coverage of factored sampling and Monte Carlo methods, including the newly emerging particle filter?A summary of important new advances in target tracking, including multi-target tracking techniquesDescription of shape-based methods for biomedical image analysis.