A novel continuous visual analog scale model derived from pain-relief demand index via Hilbert Huang transform for postoperative pain
Journal
Journal of Medical and Biological Engineering
Journal Volume
31
Journal Issue
3
Pages
169-176
Date Issued
2011
Author(s)
Abstract
In this investigation, we proposed a continuous pain intensity scaling model derived from an innovative parameter of pain-relief demand (PRD) index for acute postoperative patients of gynecology using patient-controlled analgesia (PCA) via the occurrence frequency of pain-relief demands. To derive PRD, a simplified fluctuation time series of pain feeling was simulated according to the distribution of pain-relief demands using an exponential decay function. Furthermore, we applied the Hilbert Huang transform to obtain the time-amplitude distribution of the first intrinsic mode function (IMF) of fluctuation time series and defined the PRD index using a function of amplitude. A total of 2466 visual analogue scale (VAS) values derived from interviews with 470 postoperative patients at various time points were compared with this PRD index extracted from the PCA records of the same patients. According to the statistical result of one-way analysis of variance (ANOVA, P < 0.001), VAS was significantly linearly dependent on the PRD index. Although the result of this VAS model is not a perfect linear relationship between VAS and PRD index (r = 0.490), it is significantly better than the result of our previous study using a novel fuzzy pain demand index (FPD). This result shows this approach is promising for further study.
Subjects
Fuzzy pain demand index (FPD); Hilbert huang transform (HHT); Intrinsic mode function (IMF); Patient-controlled analgesia (PCA); Visual analog scales (VAS)
SDGs
Other Subjects
Fuzzy pain demand; Hilbert Huang transforms; Intrinsic mode functions; Patient-controlled analgesia (PCA); Visual analog scale; Mathematical transformations; Principal component analysis; Time series; Health; article; diagnosis, measurement and analysis; female; hilbert huang transform; human; interview; major clinical study; pain assessment; pain relief demand index; patient controlled analgesia; postoperative analgesia; postoperative pain; visual analog scale
Type
journal article