The Promise of Artificial Intelligence-Assisted Point-of-Care Ultrasonography in Perioperative Care

被引:6
作者
Serrano, Ricardo A. [1 ,2 ]
Smeltz, Alan M. [1 ]
机构
[1] Univ N Carolina, Sch Med, Chapel Hill, NC USA
[2] N2198 Univ North Carolina Hosp, CB 7010, Chapel Hill, NC 27599 USA
关键词
point of care ultrasound; artificial intelligence; machine learning; medical imaging; LUNG ULTRASOUND; ANESTHESIA; GUIDE; STATE; AI;
D O I
10.1053/j.jvca.2024.01.034
中图分类号
R614 [麻醉学];
学科分类号
100217 ;
摘要
The role of point-of-care ultrasonography in the perioperative setting has expanded rapidly over recent years. Revolutionizing this technology further is integrating artificial intelligence to assist clinicians in optimizing images, identifying anomalies, performing automated measurements and calculations, and facilitating diagnoses. Artificial intelligence can increase point-of-care ultrasonography efficiency and accuracy, making it an even more valuable point-of-care tool. Given this topic's importance and ever-changing landscape, this review discusses the latest trends to serve as an introduction and update in this area. (c) 2024 Elsevier Inc. All rights reserved.
引用
收藏
页码:1244 / 1250
页数:7
相关论文
共 67 条
[1]   Pleural ultrasonography versus chest radiography for the diagnosis of pneumothorax: review of the literature and meta-analysis [J].
Alrajab, Saadah ;
Youssef, Asser M. ;
Akkus, Nuri I. ;
Caldito, Gloria .
CRITICAL CARE, 2013, 17 (05)
[2]   2022 American Society of Anesthesiologists Practice Guidelines for Management of the Difficult Airway* [J].
Apfelbaum, Jeffrey L. ;
Hagberg, Carin A. ;
Connis, Richard T. ;
Abdelmalak, Basem B. ;
Agarkar, Madhulika ;
Dutton, Richard P. ;
Fiadjoe, John E. ;
Greif, Robert ;
Klock, P. Allan, Jr. ;
Mercier, David ;
Myatra, Sheila N. ;
O'Sullivan, Ellen P. ;
Rosenblatt, William H. ;
Sorbello, Massimiliano ;
Tung, Avery .
ANESTHESIOLOGY, 2022, 136 (01) :31-81
[3]  
Arango LG, 2023, CAN J ANESTH, V70, P1291, DOI 10.1007/s12630-023-02524-0
[4]   Automation of Lung Ultrasound Interpretation via Deep Learning for the Classification of Normal versus Abnormal Lung Parenchyma: A Multicenter Study [J].
Arntfield, Robert ;
Wu, Derek ;
Tschirhart, Jared ;
VanBerlo, Blake ;
Ford, Alex ;
Ho, Jordan ;
McCauley, Joseph ;
Wu, Benjamin ;
Deglint, Jason ;
Chaudhary, Rushil ;
Dave, Chintan ;
VanBerlo, Bennett ;
Basmaji, John ;
Millington, Scott .
DIAGNOSTICS, 2021, 11 (11)
[5]   Deep Learning-Based Automated Echocardiographic Quantification of Left Ventricular Ejection Fraction A Point-of-Care Solution [J].
Asch, Federico M. ;
Mor-Avi, Victor ;
Rubenson, David ;
Goldstein, Steven ;
Saric, Muhamed ;
Mikati, Issam ;
Surette, Samuel ;
Chaudhry, Ali ;
Poilvert, Nicolas ;
Hong, Ha ;
Horowitz, Russ ;
Park, Daniel ;
Diaz-Gomez, Jose L. ;
Boesch, Brandon ;
Nikravan, Sara ;
Liu, Rachel B. ;
Philips, Carolyn ;
Thomas, James D. ;
Martin, Randolph P. ;
Lang, Roberto M. .
CIRCULATION-CARDIOVASCULAR IMAGING, 2021, 14 (06) :528-537
[6]   Automated Lung Ultrasound B-Line Assessment Using a Deep Learning Algorithm [J].
Baloescu, Cristiana ;
Toporek, Grzegorz ;
Kim, Seungsoo ;
McNamara, Katelyn ;
Liu, Rachel ;
Shaw, Melissa M. ;
McNamara, Robert L. ;
Raju, Balasundar I. ;
Moore, Christopher L. .
IEEE TRANSACTIONS ON ULTRASONICS FERROELECTRICS AND FREQUENCY CONTROL, 2020, 67 (11) :2312-2320
[7]   Ejection Fraction Estimation from Echocardiograms Using Optimal Left Ventricle Feature Extraction Based on Clinical Methods [J].
Batool, Samana ;
Taj, Imtiaz Ahmad ;
Ghafoor, Mubeen .
DIAGNOSTICS, 2023, 13 (13)
[8]   European Society of Anaesthesiology and Intensive Care Guidelines on peri-operative use of ultrasound for regional anaesthesia (PERSEUS regional anesthesia) Peripheral nerves blocks and neuraxial anaesthesia [J].
Boselli, Emmanuel ;
Hopkins, Philip ;
Lamperti, Massimo ;
Estebe, Jean-Pierre ;
Fuzier, Regis ;
Biasucci, Daniele G. ;
Disma, Nicola ;
Pittiruti, Mauro ;
Traskaite, Vilma ;
Macas, Andrius ;
Breschan, Christian ;
Vailati, Davide ;
Subert, Matteo .
EUROPEAN JOURNAL OF ANAESTHESIOLOGY, 2021, 38 (03) :219-250
[9]   Artificial Intelligence in Radiology-Ethical Considerations [J].
Brady, Adrian P. ;
Neri, Emanuele .
DIAGNOSTICS, 2020, 10 (04)
[10]   Ultrasound guidance versus anatomical landmarks for subclavian or femoral vein catheterization [J].
Brass, Patrick ;
Hellmich, Martin ;
Kolodziej, Laurentius ;
Schick, Guido ;
Smith, Andrew F. .
COCHRANE DATABASE OF SYSTEMATIC REVIEWS, 2015, (01)