Classifying Heart Sounds - Approaches to the PASCAL Challenge

Elsa F. Gomes; Peter J. Bentley; Miguel Coimbra; Yiqi Deng; Emanuel Pereira

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Paper

Classifying Heart Sounds - Approaches to the PASCAL Challenge

Topics: Clinical Problems and Applications; Pattern Recognition and Machine Learning

In Proceedings of the International Conference on Health Informatics - Volume 0BIOSTEC, 337-340, 2013 , Barcelona, Spain

Authors: Elsa F. Gomes ¹ ; Peter J. Bentley ² ; Miguel Coimbra ³ ; Yiqi Deng ² and Emanuel Pereira ¹

Affiliations: ¹ Polytechnic of Porto, Portugal ; ² UCL, United Kingdom ; ³ Faculdade de Ciências da Universidade do Porto, Portugal

Keyword(s): Classifying Heart Sounds, Segmentation, Feature Construction.

Related Ontology Subjects/Areas/Topics: Biomedical Engineering ; Clinical Problems and Applications ; Health Information Systems ; Pattern Recognition and Machine Learning

Abstract: In this paper we describe a methodology for heart sound classification and results obtained at PASCAL Classifying Heart Sounds Challenge. The results of competing methodologies are shown. The approach has two steps: segmentation and classification of heart sounds. We also describe the data collection procedure.

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Paper citation in several formats:

F. Gomes, E.; J. Bentley, P.; Coimbra, M.; Deng, Y. and Pereira, E. (2013). Classifying Heart Sounds - Approaches to the PASCAL Challenge. In Proceedings of the International Conference on Health Informatics (BIOSTEC 2013) - HEALTHINF; ISBN 978-989-8565-37-2; ISSN 2184-4305, SciTePress, pages 337-340. DOI: 10.5220/0004234403370340

@conference{healthinf13,
author={Elsa {F. Gomes}. and Peter {J. Bentley}. and Miguel Coimbra. and Yiqi Deng. and Emanuel Pereira.},
title={Classifying Heart Sounds - Approaches to the PASCAL Challenge},
booktitle={Proceedings of the International Conference on Health Informatics (BIOSTEC 2013) - HEALTHINF},
year={2013},
pages={337-340},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0004234403370340},
isbn={978-989-8565-37-2},
issn={2184-4305},
}

TY - CONF

JO - Proceedings of the International Conference on Health Informatics (BIOSTEC 2013) - HEALTHINF
TI - Classifying Heart Sounds - Approaches to the PASCAL Challenge
SN - 978-989-8565-37-2
IS - 2184-4305
AU - F. Gomes, E.
AU - J. Bentley, P.
AU - Coimbra, M.
AU - Deng, Y.
AU - Pereira, E.
PY - 2013
SP - 337
EP - 340
DO - 10.5220/0004234403370340
PB - SciTePress