Title :
A Radio-Frequency Ablation Planning System using Stochastic Finite Element method
Author :
Wei-Hsuan Huang ; Chee-Kong Chui
Author_Institution :
Dept. of Mech. Eng., Nat. Univ. of Singapore, Singapore, Singapore
Abstract :
A Surgical Planning System is proposed for Radio-Frequency Ablation (RFA) of liver tumors. The system includes a novel Stochastic Finite Element (FE) method which comprises the deterministic FE method with a probabilistic nature. The method enables modeling of variations in biological systems/processes which have properties that varied within a range of continuous values. By integrating Stochastic FE method in the simulation and surgical planning of RFA, complete tumor destruction could be achieved with minimum damage to healthy tissues. Stochastic simulation accounts for the variation in physical properties present in liver tissue which affects FE simulation accuracy as well as the effect of blood flow on RFA effectiveness due to the heat sink phenomenon. The proposed surgical planning method can be efficiently integrated into a surgical navigation system or robotic system.
Keywords :
finite element analysis; haemodynamics; haemorheology; image segmentation; liver; medical image processing; probability; radiofrequency imaging; stochastic processes; surgery; tumours; RFA effectiveness; biological systems-processes; blood flow; healthy tissues; heat sink phenomenon; image segmentation; integrating stochastic FE method; liver tumors; physical properties; probabilistic nature; radio-frequency ablation planning system; robotic system; stochastic finite element method; surgical navigation system; surgical planning system; Finite element methods; Liver; Mathematical model; Planning; Stochastic processes; Surgery; Tumors;
Conference_Titel :
System Integration (SII), 2012 IEEE/SICE International Symposium on
Conference_Location :
Fukuoka
Print_ISBN :
978-1-4673-1496-1
DOI :
10.1109/SII.2012.6427379