High performance computing in biomedical research amazonde pilkington theo c loftis bruce palmer thomas budinger thomas f university of california . The need for high performance computing systems is demonstrated by the advanced capabilities necessary for direct rehearsal of the surgical procedure computation and manipulation of deformable models elastic tissue preparation and the associated application of the rehearsed plan directly during the surgical procedure the rehearsal of the surgical plan minimizes or eliminates the need to design complex plans in the operating room while the patient is under anesthesia with perhaps the . Leading researchers have contributed state of the art chapters to this overview of high performance computing in biomedical research the book includes over 30 pages of color illustrations some of the important topics featured in the book include the following. In healthcare where time is life the integration of the latest breakthroughs in high performance computing hpc into the biomedical research field might speed up the development of computationally expensive though not time consuming neurocomputing methods including machine learning neural networks and its variant architectures deep networks and multi source healthcare data representation and learning
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