Real-time Knowledge-based Fuzzy Logic Model for Soft Tissue Deformation

Real-time Knowledge-based Fuzzy Logic Model for Soft Tissue Deformation (English, Hardcover, Tan Joey Sing Yee)


Real-time Knowledge-based Fuzzy Logic Model for Soft Tissue Deformation  (English, Hardcover, Tan Joey Sing Yee)

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    • Language: English
    • Binding: Hardcover
    • Publisher: Springer Nature Switzerland AG
    • Genre: Technology & Engineering
    • ISBN: 9783030155841, 9783030155841
    • Pages: 88
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  • Description
    This book provides a real-time and knowledge-based fuzzy logic model for soft tissue deformation. The demand for surgical simulation continues to grow, as there is a major bottleneck in surgical simulation designation and every patient is unique. Deformable models, the core of surgical simulation, play a crucial role in surgical simulation designation. Accordingly, this book (1) presents an improved mass spring model to simulate soft tissue deformation for surgery simulation; (2) ensures the accuracy of simulation by redesigning the underlying Mass Spring Model (MSM) for liver deformation, using three different fuzzy knowledge-based approaches to determine the parameters of the MSM; (3) demonstrates how data in Central Processing Unit (CPU) memory can be structured to allow coalescing according to a set of Graphical Processing Unit (GPU)-dependent alignment rules; and (4) implements heterogeneous parallel programming for the distribution of grid threats for Computer Unified Device Architecture (CUDA)-based GPU computing.
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    Book Details
    • Springer Nature Switzerland AG
    • 235 mm
    • 155 mm
    • 454 gr
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