Accurate grading of brain gliomas by soft independent modeling of class analogy based on non-negative matrix factorization of proton magnetic resonance spectra - Ghasemi, K.; Khanmohammadi, M.; Saligheh Rad, H. (Magnetic resonance in chemistry, 2016)
Keywords: 1H-magnetic resonance spectroscopy; Algorithms; Analogies; Aspartic Acid - analogs & derivatives; Aspartic Acid - analysis; Brain; Brain Neoplasms - diagnosis; Brain Neoplasms - pathology; brain tumors; Choline - analysis; Classification; Creatine - analysis; Factorization; glioma; Glioma - diagnosis; Glioma - pathology; Glycine - analysis; Humans; Magnetic resonance; Metabolites; Modelling; Neoplasm Grading; NMF; PCA; Principal Component Analysis; Proton Magnetic Resonance Spectroscopy - methods; Quality; SIMCA; glioma; brain tumors; NMF; SIMCA; 1H-magnetic resonance spectroscopy; PCA