Title :
Automated temperature calculation method for DWI-thermometry: The usefulness of LV probability map on healthy subjects
Author :
Sakai, Kenji ; Yamada, Koji ; Sugimoto, Naozo
Author_Institution :
Dept. of Human Health Sci., Kyoto Univ., Kyoto, Japan
Abstract :
Diffusion-weight imaging (DWI) has already been incorporated as a regular sequence for patients. If DWI could indicate brain temperature without a complicated procedure, such information may greatly contribute to initial diagnosis. The temperature (T: °C) was calculated using the following equation form the diffusion coefficient (D): T= 2256.74/ln (4.39221/D) - 273.15. The cerebrospinal fluid region for automated temperature computation was segmented by lateral ventricle probability map which was constructed from 46 healthy volunteers. No significant differences were seen between temperatures using the proposed method and the manually segmented. The proposed method of fully automated deep brain temperature computation from DWI may prove feasible for application in MRI consoles.
Keywords :
biodiffusion; biological fluid dynamics; biomedical MRI; brain; image segmentation; medical image processing; probability; thermometers; DWI-thermometry; automated deep brain temperature computation; cerebrospinal fluid region segmentation; diffusion coefficient; diffusion-weight imaging; lateral ventricle probability map; magnetic resonance imaging; Biomedical imaging; Educational institutions; Equations; Magnetic resonance imaging; Manuals; Temperature measurement;
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2013 35th Annual International Conference of the IEEE
Conference_Location :
Osaka
DOI :
10.1109/EMBC.2013.6609546