Literature DB >> 32962932

Artificial Intelligence in Echocardiography for Anesthesiologists.

Xia Chen1, Cindy A Owen2, Emma C Huang3, Brittany D Maggard4, Rana K Latif5, Sean P Clifford4, Jinbao Li1, Jiapeng Huang6.   

Abstract

Echocardiography is a unique diagnostic tool for intraoperative monitoring and assessment of patients with cardiovascular diseases. However, there are high levels of interoperator variations in echocardiography interpretations that could lead to inaccurate diagnosis and incorrect treatment. Furthermore, anesthesiologists are faced with the additional challenge to interpret echocardiography and make decisions in a limited timeframe from these complex data. The need for an automated, less operator-dependent process that enhances speed and accuracy of echocardiography analysis is crucial for anesthesiologists. Artificial intelligence is playing an increasingly important role in the medical field and could help anesthesiologists analyze complex echocardiographic data while adding increased accuracy and consistency to interpretation. This review aims to summarize practical use of artificial intelligence in echocardiography and discusses potential limitations and challenges in the future for anesthesiologists.
Copyright © 2020 Elsevier Inc. All rights reserved.

Entities:  

Keywords:  anesthesiology; artificial intelligence; deep learning; echocardiography; machine learning

Mesh:

Year:  2020        PMID: 32962932     DOI: 10.1053/j.jvca.2020.08.048

Source DB:  PubMed          Journal:  J Cardiothorac Vasc Anesth        ISSN: 1053-0770            Impact factor:   2.628


  1 in total

1.  Three-Dimensional Transesophageal Echocardiography as an Alternative to Multidetector Computed Tomography in Aortic Annular Diameter Measurements for Transcatheter Aortic Valve Implantation.

Authors:  Ciprian Nicusor Dima; Marian Gaspar; Cristian Mornos; Aniko Mornos; Petru Deutsch; Horia Cioloca; Simona Cerbu; Mihai Dinu; Bogdan Hoinoiu; Constantin Tudor Luca; Lucian Petrescu
Journal:  Biology (Basel)       Date:  2021-02-08
  1 in total

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