A Decision Support System for the assisted diagnosis of brain tumors: a feasibility study for 18F-FDG PET preclinical studies. Grosso, E., Lopez, M., Salvatore, C., Gallivanone, F., Di Grigoli, G., Valtorta, S., Moresco, R., Gilardi, M., Ramirez, J., Gorriz, J., & Castiglioni, I. Conference proceedings: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society, 2012:6255-6258, 2012. [Role: coauthor]
A Decision Support System for the assisted diagnosis of brain tumors: a feasibility study for 18F-FDG PET preclinical studies. [link]Paper  abstract   bibtex   
Decision support systems for the assisted medical diagnosis offer the main feature of giving assessments which are poorly affected from arbitrary clinical reasoning. Aim of this work was to assess the feasibility of a decision support system for the assisted diagnosis of brain cancer, such approach presenting potential for early diagnosis of tumors and for the classification of the degree of the disease progression. For this purpose, a supervised learning algorithm combined with a pattern recognition method was developed and cross-validated in 18F-FDG PET studies of a model of a brain tumour implantation.
@article{Grosso2012a,
abstract = {Decision support systems for the assisted medical diagnosis offer the main feature of giving assessments which are poorly affected from arbitrary clinical reasoning. Aim of this work was to assess the feasibility of a decision support system for the assisted diagnosis of brain cancer, such approach presenting potential for early diagnosis of tumors and for the classification of the degree of the disease progression. For this purpose, a supervised learning algorithm combined with a pattern recognition method was developed and cross-validated in 18F-FDG PET studies of a model of a brain tumour implantation.},
author = {Grosso, E. and Lopez, M. and Salvatore, C. and Gallivanone, F. and {Di Grigoli}, G. and Valtorta, S. and Moresco, R. and Gilardi, M.C. and Ramirez, J. and Gorriz, J.M. and Castiglioni, I.},
journal = {Conference proceedings: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society},
title = {{A Decision Support System for the assisted diagnosis of brain tumors: a feasibility study for 18F-FDG PET preclinical studies.}},
pages = {6255-6258},
year = {2012},
volume = {2012},
url = {http://ieeexplore.ieee.org/document/6347424/},
note = {[Role: coauthor]}
}

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