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There has been a growing research interest in brain tumor classification based on proton magnetic resonance spectroscopy ( 1 H MRS) signals. Four research centers within the EU funded INTERPRET project have acquired a significant number of long echo 1 H MRS signals for brain tumor classification. In this paper, we present an objective comparison of several classification techniques...
Magnetic resonance imaging (MRI) and magnetic resonance spectroscopic imaging (MRSI) play an important role in the noninvasive diagnosis of brain tumours. We investigate the use of both MRI and MRSI, separately and in combination with each other for classification of brain tissue types. Many clinically relevant classification problems are considered; for example healthy versus tumour tissues, low-...
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