Title :
Multi-image registration for evaluating the 99mTc-TRODAT-1 of parkinson’s rat model
Author :
Lee, Jiann-Der ; Chu, Yi-Hsuan ; Chen, Cheng-Wei ; Lin, Kun-Ju
Author_Institution :
Dept. of Electr. Eng., Chang Gung Univ., Taoyuan, Taiwan
Abstract :
Study on small animal model using multiple imaging is an important procedure in medicine and physiology. Recently, single photon emission computed tomography (SPECT) of dopamine transporter with 99cmTc-TRODA-1 has been proved to be a valuable and feasible mean of assessing the integrity of dopamine neurons. In this paper, an image registration algorithm for MRI and SPECT is proposed to evaluate the changes of a Parkinson´s rat in brain organization and function. In addition, an automatic labeling algorithm which highlights striatum is necessary because manually segmenting these tissues from MRI is usually time consuming. As a result, we have built a computer-aid clinical diagnosis system which automates all the processes. This paper provides effective evaluation of Parkinson´s symptoms by calculating the values of binding potentials for dopamine for quantification. Experimental result shows that the performance of the proposed method is better than the previous approach based on automated image registration.
Keywords :
biomedical MRI; diseases; image registration; medical image processing; organic compounds; single photon emission computed tomography; technetium compounds; 99mTc-TRODAT-1; MRI; Parkinson´s rat model; Parkinson´s symptoms; SPECT; automatic labeling algorithm; binding potentials; brain function; brain organization; computer-aid clinical diagnosis system; dopamine neuron integrity; dopamine transporter; multiimage registration algorithm; single photon emission computed tomography; small-animal model; Algorithms; Animals; Brain; Computer Simulation; Disease Models, Animal; Humans; Image Enhancement; Image Interpretation, Computer-Assisted; Models, Biological; Models, Statistical; Organotechnetium Compounds; Parkinsonian Disorders; Pattern Recognition, Automated; Radiopharmaceuticals; Rats; Reproducibility of Results; Sensitivity and Specificity; Subtraction Technique; Tomography, Emission-Computed, Single-Photon; Tropanes;
Conference_Titel :
Engineering in Medicine and Biology Society, 2009. EMBC 2009. Annual International Conference of the IEEE
Conference_Location :
Minneapolis, MN
Print_ISBN :
978-1-4244-3296-7
Electronic_ISBN :
1557-170X
DOI :
10.1109/IEMBS.2009.5335192