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Über dieses Buch

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 Its Applications in Computational Medical Imaging


2016 | OriginalPaper | Buchkapitel

Software Framework for Realistic MRI Simulations Using the Polyhedral Fourier Transform

Shuo Han, Daniel A. Herzka

2016 | OriginalPaper | Buchkapitel

Covering Population Variability: Morphing of Computation Anatomical Models

Bryn Lloyd, Emilio Cherubini, Silvia Farcito, Esra Neufeld, Christian Baumgartner, Niels Kuster

2016 | OriginalPaper | Buchkapitel

Image-Based PSF Estimation for Ultrasound Training Simulation

Oliver Mattausch, Orcun Goksel

2016 | OriginalPaper | Buchkapitel

Microstructure Imaging Sequence Simulation Toolbox

Andrada Ianuş, Daniel C. Alexander, Ivana Drobnjak

2016 | OriginalPaper | Buchkapitel

From Image-Based Modeling to the Modeling of Imaging with the Virtual Population

Esra Neufeld, Bryn Lloyd, Niels Kuster

2016 | OriginalPaper | Buchkapitel

Numerical Simulation of Ultrasonic Backscattering During Fracture Healing Using Numerical Models Based on Scanning Acoustic Microscopy Images

Vassiliki T. Potsika, Konstantinos N. Grivas, Theodoros Gortsas, Vasilios C. Protopappas, Demosthenes Polyzos, Dimitrios I. Fotiadis

2016 | OriginalPaper | Buchkapitel

GBM Modeling with Proliferation and Migration Phenotypes: A Proposal of Initialization for Real Cases

Juan Ortiz-Pla, Elies Fuster-Garcia, Javier Juan-Albarracin, Juan Miguel Garcia-Gomez

2016 | OriginalPaper | Buchkapitel

PURE: Panoramic Ultrasound Reconstruction by Seamless Stitching of Volumes

Barbara Flach, Maxim Makhinya, Orcun Goksel

Synthesis and Its Applications in Computational Medical Imaging


2016 | OriginalPaper | Buchkapitel

Pseudo-healthy Image Synthesis for White Matter Lesion Segmentation

Christopher Bowles, Chen Qin, Christian Ledig, Ricardo Guerrero, Roger Gunn, Alexander Hammers, Eleni Sakka, David Alexander Dickie, Maria Valdés Hernández, Natalie Royle, Joanna Wardlaw, Hanneke Rhodius-Meester, Betty Tijms, Afina W. Lemstra, Wiesje van der Flier, Frederik Barkhof, Philip Scheltens, Daniel Rueckert

2016 | OriginalPaper | Buchkapitel

Registration of Pathological Images

Xiao Yang, Xu Han, Eunbyung Park, Stephen Aylward, Roland Kwitt, Marc Niethammer

2016 | OriginalPaper | Buchkapitel

Generation of Realistic 4D Synthetic CSPAMM Tagged MR Sequences for Benchmarking Cardiac Motion Tracking Algorithms

Yitian Zhou, Mathieu De Craene, Oudom Somphone, Maxime Sermesant, Olivier Bernard

2016 | OriginalPaper | Buchkapitel

Geometry Regularized Joint Dictionary Learning for Cross-Modality Image Synthesis in Magnetic Resonance Imaging

Yawen Huang, Leandro Beltrachini, Ling Shao, Alejandro F. Frangi

2016 | OriginalPaper | Buchkapitel

Whole Image Synthesis Using a Deep Encoder-Decoder Network

Vasileios Sevetlidis, Mario Valerio Giuffrida, Sotirios A. Tsaftaris

2016 | OriginalPaper | Buchkapitel

Automated Quality Assessment of Cardiac MR Images Using Convolutional Neural Networks

Le Zhang, Ali Gooya, Bo Dong, Rui Hua, Steffen E. Petersen, Pau Medrano-Gracia, Alejandro F. Frangi

2016 | OriginalPaper | Buchkapitel

Patch Based Synthesis of Whole Head MR Images: Application To EPI Distortion Correction

Snehashis Roy, Yi-Yu Chou, Amod Jog, John A. Butman, Dzung L. Pham

2016 | OriginalPaper | Buchkapitel

MRI-TRUS Image Synthesis with Application to Image-Guided Prostate Intervention

John A. Onofrey, Ilkay Oksuz, Saradwata Sarkar, Rajesh Venkataraman, Lawrence H. Staib, Xenophon Papademetris

2016 | OriginalPaper | Buchkapitel

Automatic Generation of Synthetic Retinal Fundus Images: Vascular Network

Elisa Menti, Lorenza Bonaldi, Lucia Ballerini, Alfredo Ruggeri, Emanuele Trucco


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