Literature DB >> 24392649

Medical decision-making inspired from aerospace multisensor data fusion concepts.

Nuno Pombo1, Kouamana Bousson, Pedro Araújo, Joaquim Viana.   

Abstract

In recent years, Internet-delivered treatments have been largely used for pain monitoring, offering healthcare professionals and patients the ability to interact anywhere and at any time. Electronic diaries have been increasingly adopted as the preferred methodology to collect data related to pain intensity and symptoms, replacing traditional pen-and-paper diaries. This article presents a multisensor data fusion methodology based on the capabilities provided by aerospace systems to evaluate the effects of electronic and pen-and-paper diaries on pain. We examined English-language studies of randomized controlled trials that use computerized systems and the Internet to collect data about chronic pain complaints. These studies were obtained from three data sources: BioMed Central, PubMed Central and ScienceDirect from the year 2000 until 30 June 2012. Based on comparisons of the reported pain intensity collected during pre- and post-treatment in both the control and intervention groups, the proposed multisensor data fusion model revealed that the benefits of technology and pen-and-paper are qualitatively equivalent [Formula: see text]. We conclude that the proposed model is suitable, intelligible, easy to implement, time efficient and resource efficient.

Entities:  

Keywords:  Aerospace systems; data fusion; electronic pain diary; medical decision-making; multisensor; pain assessment

Mesh:

Year:  2014        PMID: 24392649     DOI: 10.3109/17538157.2013.872113

Source DB:  PubMed          Journal:  Inform Health Soc Care        ISSN: 1753-8157            Impact factor:   2.439


  2 in total

1.  Approach for the Development of a Framework for the Identification of Activities of Daily Living Using Sensors in Mobile Devices.

Authors:  Ivan Miguel Pires; Nuno M Garcia; Nuno Pombo; Francisco Flórez-Revuelta; Susanna Spinsante
Journal:  Sensors (Basel)       Date:  2018-02-21       Impact factor: 3.576

2.  From Data Acquisition to Data Fusion: A Comprehensive Review and a Roadmap for the Identification of Activities of Daily Living Using Mobile Devices.

Authors:  Ivan Miguel Pires; Nuno M Garcia; Nuno Pombo; Francisco Flórez-Revuelta
Journal:  Sensors (Basel)       Date:  2016-02-02       Impact factor: 3.576

  2 in total

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