科研速览 · Science Skim继续刷下去 · Keep skimming →
◆ BMC Biomedical Engineering2025-10-05· Concordance

Moving-average processing enables accurate quantification of time delay and compares the trending ability of cardiac output monitors with different response times

Yoshihiro Sugo, Ryoichi Ochiai

原始摘要(英文原文)· Original abstract
BACKGROUND: Continuous cardiac output (CCO) monitoring using pulmonary artery (PA) thermodilution and newly introduced beat-to-beat cardiac output (CO) monitoring technologies exhibits different response time delays. These differences can hinder accurate comparisons of their trending abilities. To address this, we applied moving average processing to the beat-to-beat CO monitor data to evaluate its effect on trending assessment accuracy. This study aimed to confirm the effectiveness of moving average processing for such comparisons. RESULTS: This was a single-center, retrospective, observational study conducted at a 916-bed university hospital. A total of 20 patients undergoing kidney transplantation were included. We analyzed the trending ability of arterial pressure cardiac index (APCI) and estimated continuous cardiac index (esCCI) relative to continuous cardiac index (CCI) derived from PA thermodilution. Trending ability was assessed using a Polar plot and Bland-Altman analyses. A wide range of moving average windows (0–60 min) was applied to APCI and esCCI. The polar concordance rate at 30° exceeded 92% for moving average windows between 20 and 30 min, with APCI peaking between 21 and 27 min. These improvements reflected both time-shifting and filtering effects of the moving average process. CONCLUSIONS: Moving average processing over 20 to 30 min significantly enhanced concordance between esCCI and reference CCI, with APCI demonstrating similarly high concordance in the same time window. This approach effectively compensates for differences in response time delays between CO monitoring modalities, enabling more accurate assessment of trending ability.
读原文 · Read the paper ↗

AI 追问PRO

登录后使用 AI 追问

讨论区

登录后参与讨论

相关论文 · Related

Moving-average processing enables accurate quantification of time delay and compares the trending ability of cardiac output monitors with different response times — 科研速览 Science Skim