Shaping the Future through Innovations: From Medical Imaging to Precision Medicine

May 01, 2016 Β· Declared Dead Β· πŸ› Medical Image Anal.

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Authors Dorin Comaniciu, Klaus Engel, Bogdan Georgescu, Tommaso Mansi arXiv ID 1605.02029 Category cs.CV: Computer Vision Cross-listed cs.CE Citations 94 Venue Medical Image Anal. Last Checked 4 months ago
Abstract
Medical images constitute a source of information essential for disease diagnosis, treatment and follow-up. In addition, due to its patient-specific nature, imaging information represents a critical component required for advancing precision medicine into clinical practice. This manuscript describes recently developed technologies for better handling of image information: photorealistic visualization of medical images with Cinematic Rendering, artificial agents for in-depth image understanding, support for minimally invasive procedures, and patient-specific computational models with enhanced predictive power. Throughout the manuscript we will analyze the capabilities of such technologies and extrapolate on their potential impact to advance the quality of medical care, while reducing its cost.
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