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...
Gespeichert in:
Veröffentlicht in: | Computer methods and programs in biomedicine 2017-02, Vol.139, p.1-16 |
---|---|
Hauptverfasser: | , |
Format: | Artikel |
Sprache: | eng |
Schlagworte: | |
Online-Zugang: | Volltext |
Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
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 |