Classification of Different Brain Tumor Grades Using Magnetic Resonance Spectroscopy

Keywords

ability abnormally acceptable accuracy adds adult affected among analyses appearing applied approved around board bound brain bride cell cellular channel characteristic choline classification classifying coil combining common complementary confirmed consent consequent consistent consistently critical curve decades decrease density determine deviation diagnosis differentiate differentiation dimensional discriminate discriminating distinct divided effective elevated enabled equal estimation estimations evidenced features findings formulating gave glucose glutamate grade grades healthy helpful highly indicate indicating informed institutional investigate lactate logistic major medical metabolic metabolite metabolites miller model necrotic negative neoplastic neuronal neurons neurosurgery operating past patients placed plan pope positive potential precise predictive previous primarily primary prior proliferative prominent prospective protocol proton quantified radiological rand reactive receive receiver reduced regression relationship reliability reports respect respectively review scanner sciences sensitivity side sides similarly smith specificity spectroscopic spectroscopy statistically studied studies subjects surgery systems table theory though tissue tissues treatment trio tumor tumors types underwent written years