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.
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