Image-based stroke rat brain atrophy volume and infarct volume computation.

Chan, Yung-Kuan; Hong, Chun-Fu; Tsai, Meng-Hsiun; Chang, Ya-Lan; Sun, Ping-Hsuan

Stroke is one of the leading causes of death as well as results in a massive economic burden for society. Stroke is a cerebrovascular disease mainly divided into two types: ischemic stroke and hemorrhagic stroke, which, respectively, refer to the partial blockage and bleeding inside brain blood vessels. Both stroke types lead to nutrient and oxygen deprivation in the brain, which ultimately cause brain damage or death. This study focuses on ischemic stroke in rats with middle cerebral artery occlusion (MCAO) as experimental subjects, and the volumes of infarct and atrophy are calculated based on the brain slice images of rat brains stained with 2,3,5-triphenyl tetrazolium chloride. In this study, a stroke rat brain infarct and atrophy volumes computation system (SRBIAVC system) is developed to segment the infarcts and atrophies from the rat brain slice images. Based on the segmentation results, the infarct and atrophy volumes of a rat brain can be computed. In this study, 168 images of brain slices cut from 28 rat brains with MCAO are used as the test samples. The experimental results show that the segmentation results obtained by the SRBIAVC system are close to those obtained by experts.

CEREBRAL atrophy; TETRAZOLIUM chloride; CEREBROVASCULAR disease; STROKE; RATS

Journal of Supercomputing, 2020, Vol 76, Issue 12, p10090

0920-8542

Academic Journal

10.1007/s11227-020-03224-y