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Sidhu / Tan

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

Medium: Buch
ISBN: 978-3-030-15584-1
Verlag: Springer International Publishing
Erscheinungstermin: 19.04.2019
Lieferfrist: bis zu 10 Tage

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.


Produkteigenschaften


  • Artikelnummer: 9783030155841
  • Medium: Buch
  • ISBN: 978-3-030-15584-1
  • Verlag: Springer International Publishing
  • Erscheinungstermin: 19.04.2019
  • Sprache(n): Englisch
  • Auflage: 1. Auflage 2019
  • Serie: Studies in Computational Intelligence
  • Produktform: Gebunden
  • Gewicht: 325 g
  • Seiten: 88
  • Format (B x H x T): 160 x 241 x 12 mm
  • Ausgabetyp: Kein, Unbekannt
Autoren/Hrsg.

Autoren

List of Figures.- List of Tables.- Chapter 1. Introduction.- Chapter 2. Background.- Chapter 3. Methodology.- Chapter 4. Fuzzy Inference System, etc.