Probability Maps for Tumour Localisation, Using 3D 1H-MRSI and LCModel Fitting of Model "Benign" and "Tumour" Basis Spectra.

Keywords

accurate adjacent aggressiveness allowed assessment audience automated basis benign beyond biopsy brain cancer characteristic chemical choline citrate classified classifier clinical coefficients coil combination combined complement component components compounds concentrations confidence confirmed contained containing contributions control controlled converted curve database defined described developed diagnosis easily entire equation estimation exam example excitation existing extended fast features find fitted fitting five fixed focal formed fully function gave generated give glands guided histological identified improve in vivo independent interval larger leaving lesion linear localized location maps medical metabolite metabolites model often oncologists operating outside overlaid parametric patient patients phantom planning possibly posterior press previously probabilities probability probable process processing promising prostate quality quantitative quicker radiological radiologists reading rejected related representative representing resembling revealed robust score scores selected seminal separation sets significantly similarly simple simulated solutions spaces spectra spectral spectroscopic spectrum spread staging subsequent target therapy tissue tool trained training treatment trio underwent urologists urology various volume wright