DocumentCode :
3190293
Title :
Localization of abnormality using finite element modeling of prostate glands with robotic system: A preliminary study
Author :
Lee, Hyosang ; Kim, Yeongjin ; Shin, Yong Kyun ; Ahn, Bummo ; Rha, Koonho ; Kim, Jung
Author_Institution :
Dept. of Mech. Eng., Korea Adv. Inst. of Sci. & Technol. (KAIST), Daejeon, South Korea
fYear :
2012
fDate :
24-27 June 2012
Firstpage :
889
Lastpage :
893
Abstract :
Combined with medical robotic system, mechanical property characterization of the prostate could enhance the diagnosis and localization of prostate cancer. However, despite the importance of localization, complex geometry and boundary conditions of the prostate make localization difficult. This paper proposes a method for localizing abnormality using finite element modeling of the prostate glands. Ex-vivo experiment was performed to resected human prostate tissue for six regions of the prostate using robotic system which was previously designed to induce sweeping palpation. For each region, three dimensional prostate computational models from the CT image segmentation were developed for mechanical property characterization and local property criteria construction. The measured force responses were applied to the prostate model fittings and mechanical property of ex-vivo experiments were estimated. By using comparative study with local property criteria from the prior indentation study, suspicious regions were localized. The results showed that the suspicious regions were discriminated and the sensitivity was 66.7%.
Keywords :
biological tissues; computerised tomography; finite element analysis; geometry; image segmentation; medical image processing; medical robotics; CT image segmentation; boundary conditions; complex geometry; ex-vivo experiments; finite element modeling; human prostate tissue; localizing abnormality; mechanical property characterization; medical robotic system; prostate cancer; prostate glands; robotic system; sweeping palpation; three dimensional prostate computational models; Finite element methods; Force; Loading; Probes; Prostate cancer; Robots;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Biomedical Robotics and Biomechatronics (BioRob), 2012 4th IEEE RAS & EMBS International Conference on
Conference_Location :
Rome
ISSN :
2155-1774
Print_ISBN :
978-1-4577-1199-2
Type :
conf
DOI :
10.1109/BioRob.2012.6290915
Filename :
6290915
Link To Document :
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