Real-time Knowledge-based Fuzzy Logic Model for Soft Tissue Deformation: 832 (Data, Semantics and Cloud Computing) - Hardcover

Sidhu, Amandeep S.; Tan, Joey Sing Yee

 
9783030155841: Real-time Knowledge-based Fuzzy Logic Model for Soft Tissue Deformation: 832 (Data, Semantics and Cloud Computing)
Hardcover
ISBN 10: 3030155846 ISBN 13: 9783030155841
Verlag: Springer, 2019

Inhaltsangabe

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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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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Verlag
Springer
Erscheinungsdatum
2019
Sprache
Englisch
ISBN 10 
3030155846
ISBN 13 
9783030155841
Einband
Tapa dura
Auflage
1
Anzahl der Seiten
100
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Weitere beliebte Ausgaben desselben Titels

9783030155872: Real-time Knowledge-based Fuzzy Logic Model for Soft Tissue Deformation (Studies in Computational Intelligence)

Vorgestellte Ausgabe

ISBN 10:  3030155870 ISBN 13:  9783030155872
Verlag: Springer, 2020
Softcover