21 May 1999 Knowledge-based localization of hippocampus in human brain MRI
Author Affiliations +
Proceedings Volume 3661, Medical Imaging 1999: Image Processing; (1999); doi: 10.1117/12.348569
Event: Medical Imaging '99, 1999, San Diego, CA, United States
Abstract
Hippocampus is an important structure of the human brain limbic system. The variations in the volume and architecture of this structure have been related to certain neurological diseases such as schizophrenia and epilepsy. This paper presents a two-stage method for localizing hippocampus in human brain MRI automatically. The first stage utilizes image processing techniques such as nonlinear filtering and histogram analysis to extract information from MRI. This stage generates binary images, locates lateral and third ventricles, and the inferior limit of Sylvian Fissure. The second stage uses a shell of expert system named VP-EXPERT to analyze the information extracted in the first stage. This stage utilizes absolute and relative spatial rules and spatial symmetry rules to locate the hippocampus. The system has been tested using MRI studies of six epilepsy patients. MRI data consisted of a total of 128 images. The system correctly identified all of the slices without hippocampus, and correctly localized hippocampus is about n 78% of the slices with hippocampus.
© (1999) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
Hamid Soltanian-Zadeh, Mohammad-Reza Siadat, "Knowledge-based localization of hippocampus in human brain MRI", Proc. SPIE 3661, Medical Imaging 1999: Image Processing, (21 May 1999); doi: 10.1117/12.348569; https://doi.org/10.1117/12.348569
PROCEEDINGS
10 PAGES


SHARE
KEYWORDS
Brain

Magnetic resonance imaging

Binary data

Image segmentation

Neuroimaging

Epilepsy

Image analysis

Back to Top