Pattern recognition in medical images using neural networks

The proposal of this research line is the search for alternatives to the resolution of complex problems where human knowledge should be apprehended in a general fashion. In particular, the activities developed so far can be included in the area of Medical Diagnosis, even though similar applications...

Descripción completa

Guardado en:

Detalles Bibliográficos
Autores principales:	Lanzarini, Laura Cristina, De Giusti, Armando Eduardo
Formato:	Articulo
Lenguaje:	Inglés
Publicado:	2001
Materias:	Ciencias Informáticas neural networks; adaptive pattern recognition; medical diagnosis Redes neuronales Reconocimiento de patrones Diagnosis Medicina Procesamiento de imagen Informática
Acceso en línea:	http://sedici.unlp.edu.ar/handle/10915/9408 http://journal.info.unlp.edu.ar/wp-content/uploads/pap41.pdf
Aporte de:	SEDICI (UNLP) de Universidad Nacional de La Plata

id	I19-R120-10915-9408
record_format	dspace
institution	Universidad Nacional de La Plata
institution_str	I-19
repository_str	R-120
collection	SEDICI (UNLP)
language	Inglés
topic	Ciencias Informáticas neural networks; adaptive pattern recognition; medical diagnosis Redes neuronales Reconocimiento de patrones Diagnosis Medicina Procesamiento de imagen Informática
spellingShingle	Ciencias Informáticas neural networks; adaptive pattern recognition; medical diagnosis Redes neuronales Reconocimiento de patrones Diagnosis Medicina Procesamiento de imagen Informática Lanzarini, Laura Cristina De Giusti, Armando Eduardo Pattern recognition in medical images using neural networks
topic_facet	Ciencias Informáticas neural networks; adaptive pattern recognition; medical diagnosis Redes neuronales Reconocimiento de patrones Diagnosis Medicina Procesamiento de imagen Informática
description	The proposal of this research line is the search for alternatives to the resolution of complex problems where human knowledge should be apprehended in a general fashion. In particular, the activities developed so far can be included in the area of Medical Diagnosis, even though similar applications in other fields are not discarded. In general, one of the greatest problems of medical diagnosis is the subjectivity of the specialist. The experience of the professional greatly affects the final diagnosis. This is due to the fact that the result does not depend on a systematized solution, but on the interpretation of the patient´s answer. The solution to this kind of problems can be found in the area of Adaptive Pattern Recognition, where the solution rests on the easiness with which the systems adapts to the information available, in this case coming from the patient. In this sense, neural networks are extremely useful, since they are not only capable of learning with the aid of an expert, but they can also make generalizations based on the information from the input data, thus showing relations that are a priori of a complex nature.
format	Articulo Articulo
author	Lanzarini, Laura Cristina De Giusti, Armando Eduardo
author_facet	Lanzarini, Laura Cristina De Giusti, Armando Eduardo
author_sort	Lanzarini, Laura Cristina
title	Pattern recognition in medical images using neural networks
title_short	Pattern recognition in medical images using neural networks
title_full	Pattern recognition in medical images using neural networks
title_fullStr	Pattern recognition in medical images using neural networks
title_full_unstemmed	Pattern recognition in medical images using neural networks
title_sort	pattern recognition in medical images using neural networks
publishDate	2001
url	http://sedici.unlp.edu.ar/handle/10915/9408 http://journal.info.unlp.edu.ar/wp-content/uploads/pap41.pdf
work_keys_str_mv	AT lanzarinilauracristina patternrecognitioninmedicalimagesusingneuralnetworks AT degiustiarmandoeduardo patternrecognitioninmedicalimagesusingneuralnetworks
bdutipo_str	Repositorios
_version_	1764820492117606403

Pattern recognition in medical images using neural networks

Ejemplares similares