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

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Studies in Computational Intelligence 832 – Data, Semantics and Cloud Computing

ISBN: 3030155846
ISBN 13: 9783030155841
Autor: Tan, Joey Sing Yee/Sidhu, Amandeep S
Verlag: Springer Verlag GmbH
Umfang: ix, 88 S.
Erscheinungsdatum: 19.04.2019
Auflage: 1/2020
Produktform: Gebunden/Hardback
Einband: GEB

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.

Artikelnummer: 6816938 Kategorie:

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