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Simulation and Synthesis in Medical Imaging

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Produktnummer: 18cd2c2da6bf53455abb6a7dcb6a910beb
Themengebiete: Benchmarking algorithms brain MRI computer simulation histology image based biophysical modeling image synthesis simulation of biophysical models simulation of image formation super resolution
Veröffentlichungsdatum: 23.09.2016
EAN: 9783319466293
Sprache: Englisch
Seitenzahl: 178
Produktart: Kartoniert / Broschiert
Herausgeber: Frangi, Alejandro F. Gooya, Ali Prince, Jerry L. Tsaftaris, Sotirios A.
Verlag: Springer International Publishing
Untertitel: First International Workshop, SASHIMI 2016, Held in Conjunction with MICCAI 2016, Athens, Greece, October 21, 2016, Proceedings
Produktinformationen "Simulation and Synthesis in Medical Imaging"
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 asseveral 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”.

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