Inferior vena cava distensibility from subcostal and trans-hepatic imaging using both M-mode or artificial intelligence: a prospective study on mechanically ventilated patients.

Intensive Care Med Exp

Department of Human Pathology of the Adult and Evolutive Age "Gaetano Barresi", Division of Anesthesia and Intensive Care, University of Messina, Policlinico "G. Martino", Messina, Italy.

Published: July 2023

Background: Variation of inferior vena cava (IVC) is used to predict fluid-responsiveness, but the IVC visualization with standard sagittal approach (SC, subcostal) cannot be always achieved. In such cases, coronal trans-hepatic (TH) window may offer an alternative, but the interchangeability of IVC measurements in SC and TH is not fully established. Furthermore, artificial intelligence (AI) with automated border detection may be of clinical value but it needs validation.

Methods: Prospective observational validation study in mechanically ventilated patients with pressure-controlled mode. Primary outcome was the IVC distensibility (IVC-DI) in SC and TH imaging, with measurements taken both in M-Mode or with AI software. We calculated mean bias, limits of agreement (LoA), and intra-class correlation (ICC) coefficient.

Results: Thirty-three patients were included. Feasibility rate was 87.9% and 81.8% for SC and TH visualization, respectively. Comparing imaging from the same anatomical site acquired with different modalities (M-Mode vs AI), we found the following IVC-DI differences: (1) SC: mean bias - 3.1%, LoA [- 20.1; 13.9], ICC = 0.65; (2) TH: mean bias - 2.0%, LoA [- 19.3; 15.4], ICC = 0.65. When comparing the results obtained from the same modality but from different sites (SC vs TH), IVC-DI differences were: (3) M-Mode: mean bias 1.1%, LoA [- 6.9; 9.1], ICC = 0.54; (4) AI: mean bias 2.0%, LoA [- 25.7; 29.7], ICC = 0.32.

Conclusions: In patients mechanically ventilated, AI software shows good accuracy (modest overestimation) and moderate correlation as compared to M-mode assessment of IVC-DI, both for SC and TH windows. However, precision seems suboptimal with wide LoA. The comparison of M-Mode or AI between different sites yields similar results but with weaker correlation. Trial registration Reference protocol: 53/2022/PO, approved on 21/03/2022.

Download full-text PDF

Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC10329966PMC
http://dx.doi.org/10.1186/s40635-023-00529-zDOI Listing

Publication Analysis

Top Keywords

mechanically ventilated
12
inferior vena
8
vena cava
8
artificial intelligence
8
study mechanically
8
ventilated patients
8
ivc-di differences
8
m-mode
6
loa
6
bias
5

Similar Publications

Navigating the Nuances Around Extubation Decisions and Observational Evidence.

Am J Respir Crit Care Med

January 2025

University of Michigan, Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, Ann Arbor, Michigan, United States.

View Article and Find Full Text PDF

In this study, we compared the effects of various doses of dexmedetomidine on the incidence of atrial fibrillation following cardiac surgery in adults. 224 adult patients who underwent elective cardiac surgery were randomly assigned to two groups. The DEX0.

View Article and Find Full Text PDF

Objective: This study aimed to develop and validate a nomogram to predict the risk of sepsis in non-traumatic subarachnoid hemorrhage (SAH) patients using data from the MIMIC-IV database.

Methods: A total of 803 SAH patients meeting the inclusion criteria were randomly divided into a training set (563 cases) and a validation set (240 cases). Independent prognostic factors were identified through forward stepwise logistic regression, and a nomogram was created based on these factors.

View Article and Find Full Text PDF

Exposure to Secondhand Cannabis Smoke Among Children.

JAMA Netw Open

January 2025

Herbert Wertheim School of Public Health and Human Longevity Science, University of California, San Diego.

Importance: The degree that in-home cannabis smoking can be detected in the urine of resident children is unclear.

Objective: Test association of in-home cannabis smoking with urinary cannabinoids in children living at home.

Design, Setting, And Participants: This cross-sectional study used baseline data from Project Fresh Air, a 2012-2016 randomized clinical trial to reduce fine particulate matter levels.

View Article and Find Full Text PDF

Sex Differences in Neurological Outcome at 6 and 12 Months Following Severe Traumatic Brain Injury. An Observational Analysis of the OXY-TC Trial.

J Neurotrauma

January 2025

Department of Anaesthesia and Intensive Care, Centre Hospitalier Universitaire Grenoble, and Inserm, U1216, Grenoble Institut Neurosciences, University Grenoble Alpes, Grenoble, France.

The effect of sex in outcomes after severe traumatic brain injury (TBI) remains uncertain. We explored whether outcomes differed between women and men after standardized care management during the first 5 days in the intensive care unit (ICU). This study was an observational analysis of the OXY-TC multicenter randomized clinical trial between June 15, 2016 and April 17, 2021.

View Article and Find Full Text PDF

Want AI Summaries of new PubMed Abstracts delivered to your In-box?

Enter search terms and have AI summaries delivered each week - change queries or unsubscribe any time!