Title:
|
DERMA: A Melanoma Diagnosis Platform Based on Collaborative Multilabel Analog Reasoning
|
Author:
|
Fornells Herrera, Albert; Golobardes, Elisabet; Corral Torruella, Guiomar; Puig, Susana; Malvehy, Josep; Nicolàs Sans, Rubén
|
Other authors:
|
Universitat Ramon Llull. La Salle; Hospital Clínic i Provincial de Barcelona. Departament de Dermatologia. Unitat de Melanoma |
Abstract:
|
The number of melanoma cancer-related death has increased over the last few years due to the new solar habits. Early diagnosishas become the best prevention method. This work presents a melanoma diagnosis architecture based on the collaboration ofseveral multilabel case-based reasoning subsystems called DERMA. The system has to face up several challenges that include datacharacterization, pattern matching, reliable diagnosis, and self-explanation capabilities. Experiments using subsystems specializedin confocal and dermoscopy images have provided promising results for helping experts to assess melanoma diagnosis. |
Publication date:
|
2014-01 |
Subject(s):
|
Melanoma Dermatologia |
Rights:
|
L'accés als continguts d'aquest document queda condicionat a l'acceptació de les condicions d'ús establertes per la següent llicència Creative Commons:http://creativecommons.org/licenses/by/4.0/
© L'autor/a |
Pages:
|
11 p. |
Document type:
|
Article Article - Published version |
DOI:
|
http://dx.doi.org/10.1155/2014/351518
|
Published by:
|
Hindawi Publishing Corporation
|
Publish at:
|
The Scientific World Journal. 2014
|
Share:
|
|