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A Comprehensive Review of the Role of Artificial Intelligence in Obstetrics and Gynecology

The exponential growth of artificial intelligence (AI) has fascinated its application in various fields and so in the field of healthcare. Technological advancements in theories and learning algorithms and the availability of processing through huge datasets have created a breakthrough in the medica...

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Detalles Bibliográficos
Autores principales: Malani, Sagar N, Shrivastava, Deepti, Raka, Mayur S
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cureus 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10013256/
https://www.ncbi.nlm.nih.gov/pubmed/36925982
http://dx.doi.org/10.7759/cureus.34891
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author Malani, Sagar N
Shrivastava, Deepti
Raka, Mayur S
author_facet Malani, Sagar N
Shrivastava, Deepti
Raka, Mayur S
author_sort Malani, Sagar N
collection PubMed
description The exponential growth of artificial intelligence (AI) has fascinated its application in various fields and so in the field of healthcare. Technological advancements in theories and learning algorithms and the availability of processing through huge datasets have created a breakthrough in the medical field with computing systems. AI can potentially drive clinicians and practitioners with appropriate decisions in managing cases and reaching a diagnosis, so its application is extensively spread in the medical field. Thus, computerized algorithms have made predictions so simple and accurate. This is because AI can proffer information accurately even to many patients. Furthermore, the subsets of AI, namely, machine learning (ML) and deep learning (DL) methods, have aided in detecting complex patterns from huge datasets and using such patterns in making predictions. Despite numerous challenges, AI implementation in obstetrics and gynecology is found to have a spellbound development. Therefore, this review propounds exploring the implementation of AI in obstetrics and gynecology to improve the outcomes and clinical experience. In that context, the evolution and progress of AI, the role of AI in ultrasound diagnosis in distinct phases of pregnancy, clinical benefits, preterm birth postpartum period, and applications of AI in gynecology are elucidated in this review with future recommendations.
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spelling pubmed-100132562023-03-15 A Comprehensive Review of the Role of Artificial Intelligence in Obstetrics and Gynecology Malani, Sagar N Shrivastava, Deepti Raka, Mayur S Cureus Obstetrics/Gynecology The exponential growth of artificial intelligence (AI) has fascinated its application in various fields and so in the field of healthcare. Technological advancements in theories and learning algorithms and the availability of processing through huge datasets have created a breakthrough in the medical field with computing systems. AI can potentially drive clinicians and practitioners with appropriate decisions in managing cases and reaching a diagnosis, so its application is extensively spread in the medical field. Thus, computerized algorithms have made predictions so simple and accurate. This is because AI can proffer information accurately even to many patients. Furthermore, the subsets of AI, namely, machine learning (ML) and deep learning (DL) methods, have aided in detecting complex patterns from huge datasets and using such patterns in making predictions. Despite numerous challenges, AI implementation in obstetrics and gynecology is found to have a spellbound development. Therefore, this review propounds exploring the implementation of AI in obstetrics and gynecology to improve the outcomes and clinical experience. In that context, the evolution and progress of AI, the role of AI in ultrasound diagnosis in distinct phases of pregnancy, clinical benefits, preterm birth postpartum period, and applications of AI in gynecology are elucidated in this review with future recommendations. Cureus 2023-02-12 /pmc/articles/PMC10013256/ /pubmed/36925982 http://dx.doi.org/10.7759/cureus.34891 Text en Copyright © 2023, Malani et al. https://creativecommons.org/licenses/by/3.0/This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Obstetrics/Gynecology
Malani, Sagar N
Shrivastava, Deepti
Raka, Mayur S
A Comprehensive Review of the Role of Artificial Intelligence in Obstetrics and Gynecology
title A Comprehensive Review of the Role of Artificial Intelligence in Obstetrics and Gynecology
title_full A Comprehensive Review of the Role of Artificial Intelligence in Obstetrics and Gynecology
title_fullStr A Comprehensive Review of the Role of Artificial Intelligence in Obstetrics and Gynecology
title_full_unstemmed A Comprehensive Review of the Role of Artificial Intelligence in Obstetrics and Gynecology
title_short A Comprehensive Review of the Role of Artificial Intelligence in Obstetrics and Gynecology
title_sort comprehensive review of the role of artificial intelligence in obstetrics and gynecology
topic Obstetrics/Gynecology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10013256/
https://www.ncbi.nlm.nih.gov/pubmed/36925982
http://dx.doi.org/10.7759/cureus.34891
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