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Authors: Arata Andrade Saraiva 1 ; N. M. Fonseca Ferreira 2 ; 3 and Antonio Valente 4

Affiliations: 1 UNICEUMA, Brazil ; 2 Institute of Engineering of Coimbra, Polytechnic Institute of Coimbra, Portugal ; 3 Polytechnic Institute of Porto, Portugal ; 4 School of Science and Technology, UTAD University, Portugal

Keyword(s): Filtering, Genetic Algorithm, Hybrid, DICOM.

Abstract: The article refers to a new model of genetic algorithm. The method used has finality of optimize the filtering of artifacts in DICOM images in two-steps.The first step is constituted by filterings with BM4D, 3d median filter and ellipsoid filter. The second step is formed by the application of operators of simple mutations in the previously recovered image, for that was used: intensity change, gaussian filter and mean filter. As a result, a better performance filter was obtained and which provides an improvement in diagnosis, in diseases assessment and in decisions making by the professional.

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Paper citation in several formats:
Saraiva, A.; Ferreira, N. and Valente, A. (2018). New Bioinspired Filter of DICOM Images. In Proceedings of the 11th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2018) - BIODEVICES; ISBN 978-989-758-277-6; ISSN 2184-4305, SciTePress, pages 258-265. DOI: 10.5220/0006723802580265

@conference{biodevices18,
author={Arata Andrade Saraiva. and N. M. Fonseca Ferreira. and Antonio Valente.},
title={New Bioinspired Filter of DICOM Images},
booktitle={Proceedings of the 11th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2018) - BIODEVICES},
year={2018},
pages={258-265},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0006723802580265},
isbn={978-989-758-277-6},
issn={2184-4305},
}

TY - CONF

JO - Proceedings of the 11th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2018) - BIODEVICES
TI - New Bioinspired Filter of DICOM Images
SN - 978-989-758-277-6
IS - 2184-4305
AU - Saraiva, A.
AU - Ferreira, N.
AU - Valente, A.
PY - 2018
SP - 258
EP - 265
DO - 10.5220/0006723802580265
PB - SciTePress

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