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Artificial Intelligence in Obstetric Ultrasound: An Update and Future Applications
Artificial intelligence (AI) can support clinical decisions and provide quality assurance for images. Although ultrasonography is commonly used in the field of obstetrics and gynecology, the use of AI is still in a stage of infancy. Nevertheless, in repetitive ultrasound examinations, such as those...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2021
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8429607/ https://www.ncbi.nlm.nih.gov/pubmed/34513890 http://dx.doi.org/10.3389/fmed.2021.733468 |
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author | Chen, Zhiyi Liu, Zhenyu Du, Meng Wang, Ziyao |
author_facet | Chen, Zhiyi Liu, Zhenyu Du, Meng Wang, Ziyao |
author_sort | Chen, Zhiyi |
collection | PubMed |
description | Artificial intelligence (AI) can support clinical decisions and provide quality assurance for images. Although ultrasonography is commonly used in the field of obstetrics and gynecology, the use of AI is still in a stage of infancy. Nevertheless, in repetitive ultrasound examinations, such as those involving automatic positioning and identification of fetal structures, prediction of gestational age (GA), and real-time image quality assurance, AI has great potential. To realize its application, it is necessary to promote interdisciplinary communication between AI developers and sonographers. In this review, we outlined the benefits of AI technology in obstetric ultrasound diagnosis by optimizing image acquisition, quantification, segmentation, and location identification, which can be helpful for obstetric ultrasound diagnosis in different periods of pregnancy. |
format | Online Article Text |
id | pubmed-8429607 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-84296072021-09-11 Artificial Intelligence in Obstetric Ultrasound: An Update and Future Applications Chen, Zhiyi Liu, Zhenyu Du, Meng Wang, Ziyao Front Med (Lausanne) Medicine Artificial intelligence (AI) can support clinical decisions and provide quality assurance for images. Although ultrasonography is commonly used in the field of obstetrics and gynecology, the use of AI is still in a stage of infancy. Nevertheless, in repetitive ultrasound examinations, such as those involving automatic positioning and identification of fetal structures, prediction of gestational age (GA), and real-time image quality assurance, AI has great potential. To realize its application, it is necessary to promote interdisciplinary communication between AI developers and sonographers. In this review, we outlined the benefits of AI technology in obstetric ultrasound diagnosis by optimizing image acquisition, quantification, segmentation, and location identification, which can be helpful for obstetric ultrasound diagnosis in different periods of pregnancy. Frontiers Media S.A. 2021-08-27 /pmc/articles/PMC8429607/ /pubmed/34513890 http://dx.doi.org/10.3389/fmed.2021.733468 Text en Copyright © 2021 Chen, Liu, Du and Wang. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Medicine Chen, Zhiyi Liu, Zhenyu Du, Meng Wang, Ziyao Artificial Intelligence in Obstetric Ultrasound: An Update and Future Applications |
title | Artificial Intelligence in Obstetric Ultrasound: An Update and Future Applications |
title_full | Artificial Intelligence in Obstetric Ultrasound: An Update and Future Applications |
title_fullStr | Artificial Intelligence in Obstetric Ultrasound: An Update and Future Applications |
title_full_unstemmed | Artificial Intelligence in Obstetric Ultrasound: An Update and Future Applications |
title_short | Artificial Intelligence in Obstetric Ultrasound: An Update and Future Applications |
title_sort | artificial intelligence in obstetric ultrasound: an update and future applications |
topic | Medicine |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8429607/ https://www.ncbi.nlm.nih.gov/pubmed/34513890 http://dx.doi.org/10.3389/fmed.2021.733468 |
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