Pattern recognition of abscesses and brain tumors through MR spectroscopy: Comparison of experimental conditions and radiological findings

Author:

Vieira Bruno Hebling1,Santos Antonio Carlos dos1,Salmon Carlos Ernesto Garrido1

Affiliation:

1. University of São Paulo, Brazil

Publisher

FapUNIFESP (SciELO)

Subject

Biomedical Engineering

Reference46 articles.

1. Automated classification of brain tumours from short echo time in vivo MRS data using Gaussian Decomposition and Bayesian Neural Networks;Arizmendi C;Expert Systems with Applications,2014

2. Evaluation of nuclear magnetic resonance spectroscopy variability;Barreto FR;Revista Brasileira de Engenharia Biomédica,2014

3. mlr: Machine Learning in R;Bischl B;Journal of Machine Learning Research,2016

4. Discrimination between neoplastic and nonneoplastic brain lesions by use of proton MR spectroscopy: The limits of accuracy with a logistic regression model;Butzen J;AJNR. American Journal of Neuroradiology,2000

5. Discrimination of an infected brain tumor from a cerebral abscess by combined MR perfusion and diffusion imaging;Chan JH;Computerized Medical Imaging and Graphics,2002

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