Simulation and Synthesis in Medical Imaging

Simulation and Synthesis in Medical Imaging

First International Workshop, SASHIMI 2016, Held in Conjunction with MICCAI 2016, Athens, Greece, October 21, 2016, Proceedings

Prince, Jerry L.; Frangi, Alejandro F.; Gooya, Ali; Tsaftaris, Sotirios A.

Springer International Publishing AG

09/2016

178

Mole

Inglês

9783319466293

15 a 20 dias

2934

Descrição não disponível.
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.- Image registration and segmentation.- Image denoising and information fusion.- Image reconstruction from sparse data or sparse views.- Real-time simulation of biophysical properties.- Simulation based approaches for medical imaging.- Synthesis and its applications in computational medical imaging.
algorithms;image synthesis;simulation of biophysical models;simulation of image formation;super resolution;Benchmarking;brain MRI;computer simulation;histology;image based biophysical modeling;image quality assessment;image reconstruction;image registration;image segmentation;magnetic resonance imaging;MRI simulation;parametrization;synthetic image;ultrasound;validation