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Volumetric cerebrum and measurement of cerebral surface area using MR images plays a fundamental role in computer-aided diagnosis (CAD) of neonatal cerebral diseases such as hypoxic ischemic encephalopathy. There are many conventional methods for brain extraction from adult MR images. However, it is hard to apply these methods for neonatal MR images that image features are different from adult one...
It is known that Hypoxic ischemic encephalopathy of the neonate decreases the cerebral volume. And, the volume decrement occurs at the different rate on each gyrus. Therefore, it is helpful for diagnosing such symptoms to segment the cerebral region from neonatal MR images and measure the volume of each gyms. Many conventional methods for segmenting brain region from adult brain MR images have been...
Hypoxic ischemic encephalopathy (HIE) caused by asphyxia in the womb causes the decrement of the white matter (WM). Therefore, calculating the volume of the cerebral tissues for the infant with such symptom helps us for the purpose of quantifying the acuteness of symptom. Many methods for classifying the adult brain tissues with magnetic resonance (MR) images have been studied. However, these methods...
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