Shaping the Future through Innovations: From Medical Imaging to Precision Medicine
May 01, 2016 Β· Declared Dead Β· π 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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