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Investigation of heart rate variability of patients undergoing coronary artery bypass grafting using the statistical
Insights
Heart rate variability (HRV) analysis using statistical signal characterization (SSC) effectively monitors patients after coronary artery bypass grafting (CABG). The Mean(mt) and Mean(dt) parameters show significant changes, indicating their utility in assessing post-CABG recovery.
Area of Science:
- Cardiology
- Biomedical Engineering
- Physiology
Background:
- Autonomic function is assessed non-invasively via heart rate variability (HRV).
- HRV analysis in patients undergoing coronary artery bypass grafting (CABG) is crucial for understanding operational effects on patient status.
- Previous studies highlight the importance of HRV in cardiovascular health monitoring.
Purpose of the Study:
- To evaluate the impact of CABG surgery on patients with ischemic heart disease (IHD) before and after the procedure.
- To monitor patient status on day 6 and day 30 post-CABG using HRV.
- To establish the relationship between novel SSC parameters and traditional HRV metrics.
Main Methods:
- Employed the statistical signal characterization (SSC) technique to derive morphology-based parameters.
- Analyzed HRV in 24 patients undergoing CABG across three groups: pre-operation (G1), 6 days post-operation (G2), and 30 days post-operation (G3).
- Collected data from Sultan Qaboos University Hospital, Oman.
Main Results:
- SSC parameters Mean(mt) and Mean(dt) showed reductions in G2 compared to G1 for all 24 and 23 patients, respectively.
- Comparing G3 to G1, reductions in Mean(mt) and Mean(dt) were observed in 18 of the 24 patients.
- These findings suggest a trend of autonomic recovery or adaptation post-CABG.
Conclusions:
- The SSC parameters Mean(mt) and Mean(dt) are effective for monitoring HRV in patients undergoing CABG surgery.
- Established a relationship between SSC parameters and traditional time-domain and frequency-domain HRV parameters.
- This study provides insights into the physiological behavior of patients post-CABG.
Background:
Autonomic function can be estimated non-invasively using heart rate variability (HRV). HRV of patients undergoing coronary artery bypass grafting (CABG) is investigated in time-domain and frequency-domain before and after CABG to study the effect of operation on the status of patients.
Objective:
The main purpose of this work is to evaluate the effect of CABG surgery on patients with ischemic heart disease (IHD) before operation, and to monitor the status of patients on day 6 and day 30 after the CABG operation.
Methods:
The statistical signal characterization (SSC) technique is used in this work in order to derive different morphology-based parameters to indirectly describe time-domain and frequency-domain HRV parameters in 24 patients undergoing CABG operation, before the operation (Group 1: G1), 6 days after operation (Group 2: G2) and 30 days after operation (Group 3: G3). The data is obtained from the Sultan Qaboos University Hospital in Oman.
Results:
The SSC parameters Mean(mt) and Mean(dt) are reduced in all 24 patients and in 23 out of 24 patients in G2 compared to G1 (6-days after operation compared with before operation), respectively. Comparing G3 to G1 the reduction in Mean(mt) and Mean(dt) is noted in 18 of the 24 patients.
Conclusions:
The parameters Mean(mt) and Mean(dt) are successful parameters to follow the HRV for patients undergoing CABG surgery. A relation between those SSC parameters and the HRV time-domain and frequency-domain parameters is investigated in this paper to understand the physiological behavior of the patients.
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