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
en 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
Colección:
01-internacional
Base de datos:
MEDLINE
Asunto principal:
Neoplasias Encefálicas
/
Fluorodesoxiglucosa F18
/
Sistemas de Apoyo a Decisiones Clínicas
/
Tomografía de Emisión de Positrones
Tipo de estudio:
Diagnostic_studies
/
Prognostic_studies
/
Screening_studies
Límite:
Humans
Idioma:
En
Revista:
Annu Int Conf IEEE Eng Med Biol Soc
Año:
2012
Tipo del documento:
Article