Intelligent Algorithm-Based Echocardiography to Evaluate the Effect of Lung Protective Ventilation Strategy on Cardiac Function and Hemodynamics in Patients Undergoing Laparoscopic Surgery

• Published in: Computational and mathematical methods in medicine Vol. 2022; pp. 1 - 15
• Main Authors: Wang, Huijuan, Gong, Chao, Zhang, Yi, Wang, Yun, Wang, Xiaoli, Zhao, Xiao, Chen, Lianhua, Li, Shitong
• Format: Journal Article
• Language: English
• Published: United States Hindawi 30.06.2022
• Subjects: Algorithms; Bayes Theorem; Echocardiography; Hemodynamics; Humans; Laparoscopy - methods; Lung - diagnostic imaging; Lung - surgery; Respiratory Mechanics
• ISSN: 1748-670X; 1748-6718; 1748-6718
• DOI: 10.1155/2022/9349027

The aim of this study was to analyze the effect of optimal pulmonary compliance titration of PEEP regimen on cardiac function and hemodynamics in patients undergoing laparoscopic surgery. 120 patients undergoing elective laparoscopic radical resection of colorectal cancer were included as the study subjects and randomly divided into the experimental group (n=60) and the control group (n=60). The control group had a fixed positive end-expiratory pressure PEEP=5 cmH2O. The experimental group had transesophageal ultrasound monitoring through on an improved noise reduction algorithm (ONLM) based on nonlocal mean filtering (NLM) according to optimal pulmonary compliance titration of PEEP. There was significant difference in cerebral oxygen saturation and blood glucose level at T4-T6 between the experimental group and the control group (P<0.05); the signal-to-noise ratio (SNR), figure of merit (FOM), and structural similarity (SSIM) of ONLM algorithm were significantly higher than those of NLM algorithm and Bayes Shrink denoising algorithm, and the differences were statistically significant (P<0.05); there was significant difference in stroke volume (SV) and cardiac output (CO) at T4-T6 between the experimental group and the control group (P<0.05); there was significant difference in pH, partial pressure of carbon dioxide (PCO2), and PO2 at T4-T6 between the experimental group and the control group (P<0.05); pH was higher, and PCO2 and PO2 were lower in the experimental group. The results showed that transesophageal ultrasound based on the ONLM algorithm can accurately assess cardiac function and hemodynamics in patients undergoing laparoscopic surgery. In addition, optimal pulmonary compliance titration of PEEP could better maintain arterial acid-base balance during perioperative period and increase cerebral oxygen saturation and CO, but this strategy had no significant effect on hemodynamics.