Brain Tumor Classification Using Hyperspectral Image Analysis
Nauman Baig
Abstract:<p>The capability of Hyperspectral Imaging (HSI) in rapidly acquiring abundant reflectance data in a non-invasive manner, makes it an ideal tool for obtaining diagnostic information about tissue pathology. Identifying features that provide discriminatory clues for specific pathologies will assist in understanding their underlying biochemical characteristics. In this thesis, brain cancer HSI data was analyzed to arrive at two approaches for brain tumor classification: (1) identification of simple morpholo… Show more
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