En este trabajo se presenta un sistema automático de clasificación de patrones, cuyo propósito es detectar la presencia o ausencia de fracturas en imágenes radiografías craneales. La propuesta se basa en una técnica original de codificación de patrones acoplada a un clasificador de patrones emergente: el clasificador Gamma. Esta propuesta toma conceptos de tres áreas de investigación científica: la Morfología Matemática, los histogramas de imágenes y los modelos asociativos Alfa-Beta. Asimismo, se presenta un estudio experimental en el que se compara el desempeño mostrado por el sistema con el que exhiben otros clasificadores de patrones presentes en la literatura científica actual. Los resultados obtenidos son competitivos, alcanzando 94,2...
El objetivo del proyecto es explorar el uso de redes neuronales convolucionales para la clasificació...
OBJECTIVE:: To develop and validate an automated classification method that determines the trabecula...
[EN] The interpretation of medical imaging tests is one of the main tasks that radiologists do. For ...
Consultable des del TDXTítol obtingut de la portada digitalitzadaEsta tesis trata de la puesta en co...
Providing easy access to Picture Archiving and Communications Systems (PACS) of selected image slice...
This paper deals with classifiers that have been used for bone fracture detection in the past few ye...
Objective: Skull fractures caused by head trauma can lead to life-threatening complications. Hence, ...
An original maxillofacial fracture detection system (MFDS), based on convolutional neural networks ...
Propósito: Fraturas vertebrais por compressão (FVCs) são caracterizadas por colapso parcial de corpo...
El estudio del traumatismo vertebral con tomografía computarizada multidetector permite la reconstru...
In the last two decades, the medical world has been taking a remarkable interest in the use of imag...
INTRODUÇÃO: Este estudo avaliou a confiabilidade interobservador da radiografia simples versus tomog...
Background: the prediction of mandibular morphology is important in facial reconstruction for forens...
This thesis has been developed in the context of a collaboration project between health insurance co...
Background: Predicting mandibular morphology is important in facial reconstruction for forensic purp...
El objetivo del proyecto es explorar el uso de redes neuronales convolucionales para la clasificació...
OBJECTIVE:: To develop and validate an automated classification method that determines the trabecula...
[EN] The interpretation of medical imaging tests is one of the main tasks that radiologists do. For ...
Consultable des del TDXTítol obtingut de la portada digitalitzadaEsta tesis trata de la puesta en co...
Providing easy access to Picture Archiving and Communications Systems (PACS) of selected image slice...
This paper deals with classifiers that have been used for bone fracture detection in the past few ye...
Objective: Skull fractures caused by head trauma can lead to life-threatening complications. Hence, ...
An original maxillofacial fracture detection system (MFDS), based on convolutional neural networks ...
Propósito: Fraturas vertebrais por compressão (FVCs) são caracterizadas por colapso parcial de corpo...
El estudio del traumatismo vertebral con tomografía computarizada multidetector permite la reconstru...
In the last two decades, the medical world has been taking a remarkable interest in the use of imag...
INTRODUÇÃO: Este estudo avaliou a confiabilidade interobservador da radiografia simples versus tomog...
Background: the prediction of mandibular morphology is important in facial reconstruction for forens...
This thesis has been developed in the context of a collaboration project between health insurance co...
Background: Predicting mandibular morphology is important in facial reconstruction for forensic purp...
El objetivo del proyecto es explorar el uso de redes neuronales convolucionales para la clasificació...
OBJECTIVE:: To develop and validate an automated classification method that determines the trabecula...
[EN] The interpretation of medical imaging tests is one of the main tasks that radiologists do. For ...