Optical Coherence Tomography Angiography of the Intestine: How to Prevent Motion Artifacts in Open and Laparoscopic Surgery?
Maksim G RyabkovMikhail SizovEvgeniya BederinaPolina ZarubenkoPeter PeretyaginAlexander MoiseevAleksander VorobievNatalia GladkovaVladimir Y ZaitsevElena B KiselevaPublished in: Life (Basel, Switzerland) (2023)
(1) Introduction. The problem that limits the intraoperative use of OCTA for the intestinal circulation diagnostics is the low informative value of OCTA images containing too many motion artifacts. The aim of this study is to evaluate the efficiency and safety of the developed unit for the prevention of the appearance of motion artifacts in the OCTA images of the intestine in both open and laparoscopic surgery in the experiment; (2) Methods. A high-speed spectral-domain multimodal optical coherence tomograph (IAP RAS, Russia) operating at a wavelength of 1310 nm with a spectral width of 100 μm and a power of 2 mW was used. The developed unit was tested in two groups of experimental animals-on minipigs (group I, n = 10, open abdomen) and on rabbits (group II, n = 10, laparoscopy). Acute mesenteric ischemia was modeled and then 1 h later the small intestine underwent OCTA evaluation. A total of 400 OCTA images of the intact and ischemic small intestine were obtained and analyzed. The quality of the obtained OCTA images was evaluated based on the score proposed in 2020 by the group of Magnin M. (3) Results. Without stabilization, OCTA images of the intestine tissues were informative only in 32-44% of cases in open surgery and in 14-22% of cases in laparoscopic surgery. A vacuum bowel stabilizer with a pressure deficit of 22-25 mm Hg significantly reduced the number of motion artifacts. As a result, the proportion of informative OCTA images in open surgery increased up to 86.5% (Χ 2 = 200.2, p = 0.001), and in laparoscopy up to 60% (Χ 2 = 148.3, p = 0.001). (4) Conclusions. The used vacuum tissue stabilizer enabled a significant increase in the proportion of informative OCTA images by significantly reducing the motion artifacts.
Keyphrases
- coronary artery disease
- laparoscopic surgery
- high speed
- minimally invasive
- optical coherence tomography
- deep learning
- convolutional neural network
- percutaneous coronary intervention
- atomic force microscopy
- robot assisted
- image quality
- magnetic resonance
- oxidative stress
- liver failure
- machine learning
- mass spectrometry
- cone beam
- brain injury
- photodynamic therapy
- intensive care unit
- hepatitis b virus
- surgical site infection
- atrial fibrillation
- living cells
- pain management
- dual energy
- subarachnoid hemorrhage