A Decision Support System for the assisted diagnosis of brain tumors: a feasibility study for ¹8F-FDG PET preclinical studies.
Annu Int Conf IEEE Eng Med Biol Soc
; 2012: 6255-8, 2012.
Article
em En
| MEDLINE
| ID: mdl-23367359
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.
Texto completo:
1
Coleções:
01-internacional
Base de dados:
MEDLINE
Assunto principal:
Neoplasias Encefálicas
/
Fluordesoxiglucose F18
/
Sistemas de Apoio a Decisões Clínicas
/
Tomografia por Emissão de Pósitrons
Tipo de estudo:
Diagnostic_studies
/
Prognostic_studies
/
Screening_studies
Limite:
Humans
Idioma:
En
Revista:
Annu Int Conf IEEE Eng Med Biol Soc
Ano de publicação:
2012
Tipo de documento:
Article