A clinical decision-making mechanism for context-aware and patient-specific remote monitoring systems using the correlations of multiple vital signs

Highlights • We developed a clinical decision support system for vital sign predictions. • We used patient-specific vital sing correlations for detecting future value. • We utilized multi-label classification algorithms for classifier design. • Our developed tool can help doctors in diagnostic decis...

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Veröffentlicht in:Computer methods and programs in biomedicine 2017-02, Vol.139, p.1-16
Hauptverfasser: Forkan, Abdur Rahim Mohammad, Khalil, Ibrahim
Format: Artikel
Sprache:eng
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Zusammenfassung:Highlights • We developed a clinical decision support system for vital sign predictions. • We used patient-specific vital sing correlations for detecting future value. • We utilized multi-label classification algorithms for classifier design. • Our developed tool can help doctors in diagnostic decision making. • Our developed model can support many patients simultaneously.
ISSN:0169-2607
1872-7565
DOI:10.1016/j.cmpb.2016.10.018