Fuzzy intelligent system for supporting preeclampsia diagnosis from the patient biosignals

Macarena Espinilla, Sixto Campaña, Jorge Londoño, Ángel Luis García-Fernández

    Producción científica: Capítulo del libro/informe/acta de congresoPonencia publicada en las memorias del evento con ISBNrevisión exhaustiva

    1 Cita (Scopus)

    Resumen

    This contribution presents a proposal for generating linguistic reports based on the study of biomedical signals of human patients. Although this topic is dealt in many previous works, there are challenges still open for the scientific community, such as the development of systems to produce reports and alerts using a human-friendly language. We present a brief review of some relevant previous works, as well as our proposal of a system based on fuzzy linguistic approach applied to the diagnosis of the preeclampsia disease that may affect pregnant women. Our system transforms numerical values of biomedical signals into linguistic values that are understandable information for the patients and the medical staff. The dataset used for testing the system contains real data from a study carried out by the Davinci UNAD Group (Colombia) on patients that suffer from preeclampsia.

    Idioma originalInglés
    Título de la publicación alojadaUbiquitous Computing and Ambient Intelligence - 10th International Conference, UCAmI 2016, Proceedings
    EditoresPino Caballero-Gil, Carmelo R. García, Alexis Quesada-Arencibia, Mike Burmester
    EditorialSpringer Verlag
    Páginas3-14
    Número de páginas12
    ISBN (versión impresa)9783319487458
    DOI
    EstadoPublicada - 2016
    Evento10th International Conference on Ubiquitous Computing and Ambient Intelligence, UCAmI 2016 - San Bartolomé de Tirajana, Gran Canaria, Espana
    Duración: 29 nov. 20162 dic. 2016

    Serie de la publicación

    NombreLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
    Volumen10069 LNCS
    ISSN (versión impresa)0302-9743
    ISSN (versión digital)1611-3349

    Conferencia

    Conferencia10th International Conference on Ubiquitous Computing and Ambient Intelligence, UCAmI 2016
    País/TerritorioEspana
    CiudadSan Bartolomé de Tirajana, Gran Canaria
    Período29/11/162/12/16

    Nota bibliográfica

    Publisher Copyright:
    © Springer International Publishing AG 2016.

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