Utilize este identificador para referenciar este registo: http://hdl.handle.net/10400.21/4785
Título: A web-based platform for biosignal visualization and annotation
Autor: Lourenço, André Ribeiro
Silva, Hugo Plácido da
Carreiras, Carlos
Alves, Ana Priscila
Fred, Ana Luísa Nobre
Palavras-chave: Ground Truth
Annotation
Biosignals
Data Representation
Multimodal
Metadata
Data: Mai-2014
Editora: Springer
Citação: LOURENÇO, André Ribeiro; [et al] – A web-based plataform biosignal visualization and annotation. Multimed Tools Applications. ISSN: 1380-7501. Vol. 70, nr. 1 (2014) p. 433-460.
Resumo: With the advent of wearable sensing and mobile technologies, biosignals have seen an increasingly growing number of application areas, leading to the collection of large volumes of data. One of the difficulties in dealing with these data sets, and in the development of automated machine learning systems which use them as input, is the lack of reliable ground truth information. In this paper we present a new web-based platform for visualization, retrieval and annotation of biosignals by non-technical users, aimed at improving the process of ground truth collection for biomedical applications. Moreover, a novel extendable and scalable data representation model and persistency framework is presented. The results of the experimental evaluation with possible users has further confirmed the potential of the presented framework.
Peer review: yes
URI: http://hdl.handle.net/10400.21/4785
DOI: 10.1007/s11042-013-1397-9
ISSN: 1380-7501
1573-7721
Aparece nas colecções:ISEL - Eng. Elect. Tel. Comp. - Artigos

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