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Knowledge-based localization of hippocampus in human brain MRI by Mohammad-Reza Siadat; Hamid Soltanian-Zadeh; Kost V. Elisevich is a Medicine article available to read on EtoBox.

What is Knowledge-based localization of hippocampus in human brain MRI about?

We present a novel and efficient method for localization of human brain structures such as hippocampus. Landmark localization is important for segmentation and registration. This method follows a statistical roadmap, consisting of anatomical landmarks, to reach the desired structures. Using a set of desired and undesired landmarks, identified on a training set, we estimate Gaussian models and determine optimal search areas for desired landmarks. The statistical models form a set of rules to evaluate the extracted landmarks during the search procedure. When applied on 900 MR images of 10 epileptic patients, this method demonstrated an overall success rate of 83%.

Who reads Knowledge-based localization of hippocampus in human brain MRI?

Author

Mohammad-Reza Siadat; Hamid Soltanian-Zadeh; Kost V. Elisevich

Publisher

Elsevier Science; Elsevier ; Elsevier Ltd.; Elsevier BV (ISSN 0010-4825)

Published

2007

Language

EN

Field

Medicine (Physical Sciences)