Article
Automated classification of human brain tumours by neural network analysis using in vivo 1H magnetic resonance spectroscopic metabolite phenotypes.
Neuroreport - 8 Jul 1996
Usenius J P, Tuohimetsä S, Vainio P, Ala-Korpela M, Hiltunen Y, Kauppinen R A
Abstract excerpt
We present a novel method to integrate in vivo nuclear magnetic resonance spectroscopy (MRS) information into the clinical diagnosis of brain tumours. Water-suppressed 1H MRS data were collected from 33 patients with brain tumours and 28 healthy controls in vivo. The data were treated in the time domain for removal of residual water and a region from the frequency domain (from 3.4 to 0.3 p.p.m.) together with the...
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