Title :
A novel method for tumor localization and tracking in radiation therapy
Author :
Pourhomayoun, Mohammad ; Fowler, M. ; Zhanpeng Jin
Author_Institution :
Dept. of Electr. & Comput. Eng., Binghamton Univ., Binghamton, NY, USA
Abstract :
Because the position of a tumor changes during radiation therapy (because of respiration or patient movements), real-time tumor tracking is necessary during radiation therapy in order to deliver a sufficient dose of radiation to the tumor without damaging the surrounding healthy tissues. In this paper, we propose a novel tumor positioning method based on spatial sparsity. We estimate the position by processing the received signals from only one implantable RF transmitter. The method is easier to implement, non-iterative, faster and more accurate compared to common magnetic transponder based methods. We evaluate the performance of the proposed method using Monte-Carlo simulation.
Keywords :
Monte Carlo methods; biomedical measurement; medical signal processing; object tracking; patient diagnosis; position measurement; prosthetics; radiation therapy; radio transmitters; transponders; tumours; Monte Carlo simulation; accurate diagnosis; faster diagnostic methods; implantable RF transmitter; magnetic transponder based methods; medical radiation dose; noniterative methods; patient movements; patient respiration; radiation therapy; radiation tissue damage; real-time tumor tracking; signal processing; spatial sparsity; tumor localization methods; tumor position changes; tumor positioning method; tumor radiation dose; tumor tracking method;
Conference_Titel :
Signals, Systems and Computers (ASILOMAR), 2012 Conference Record of the Forty Sixth Asilomar Conference on
Conference_Location :
Pacific Grove, CA
Print_ISBN :
978-1-4673-5050-1
DOI :
10.1109/ACSSC.2012.6489309