Application of Artificial Intelligence for Maternal and Child Disorders in Indonesia: A Review

Diva Kurnianingtyas; Lailil Muflikhah

doi:10.1007/978-981-99-7240-1_23

Application of Artificial Intelligence for Maternal and Child Disorders in Indonesia: A Review

Diva Kurnianingtyas
, Indriati
, Lailil Muflikhah^*

^*Corresponding author for this work

Faculty of Computer Science

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

4 Citations (Scopus)

Abstract

The development of Artificial Intelligence (AI) technology is used to minimize the risk of maternal disorders during pregnancy. Maternal health needs to be monitored so as not to cause problems during the baby's birth. The purpose of this study is to provide a literature review from 2017 to 2023. The method used is Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA). This study is a basis for researchers to help solve maternal health problems using AI. This technology is proven to detect and predict problems during pregnancy, thereby reducing maternal and infant mortality and preventing abnormalities in the development process. In addition, AI can help improve medical personnel's performance by minimizing human error. This study also presents trends in AI problems and methods used. However, the rapid development of AI methods has not provided novelty in solving maternal pregnancy issues because researchers rarely implement them on a wider scope of problems. Furthermore, it needs to be developed with other methods, such as simulation.

Original language	English
Title of host publication	Methods and Applications for Modeling and Simulation of Complex Systems - 22nd Asia Simulation Conference, AsiaSim 2023, Proceedings
Editors	Fazilah Hassan, Noorhazirah Sunar, Mohd Ariffanan Mohd Basri, Mohd Saiful Azimi Mahmud, Mohamad Hafis Izran Ishak, Mohamed Sultan Mohamed Ali
Publisher	Springer Science and Business Media Deutschland GmbH
Pages	289-306
Number of pages	18
ISBN (Print)	9789819972395
DOIs	https://doi.org/10.1007/978-981-99-7240-1_23
Publication status	Published - 2024
Event	22nd Asia Simulation Conference, AsiaSim 2023 - Langkawi, Malaysia Duration: 25 Oct 2023 → 26 Oct 2023

Publication series

Name	Communications in Computer and Information Science
Volume	1911 CCIS
ISSN (Print)	1865-0929
ISSN (Electronic)	1865-0937

Conference

Conference	22nd Asia Simulation Conference, AsiaSim 2023
Country/Territory	Malaysia
City	Langkawi
Period	25/10/23 → 26/10/23

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 3 Good Health and Well-being

Keywords

caesarian section
Health status
Preeclampsia
Pregnancy disorders
Systematic reviews

Access to Document

10.1007/978-981-99-7240-1_23

Cite this

Kurnianingtyas, D., Indriati , & Muflikhah, L. (2024). Application of Artificial Intelligence for Maternal and Child Disorders in Indonesia: A Review. In F. Hassan, N. Sunar, M. A. Mohd Basri, M. S. A. Mahmud, M. H. I. Ishak, & M. S. Mohamed Ali (Eds.), Methods and Applications for Modeling and Simulation of Complex Systems - 22nd Asia Simulation Conference, AsiaSim 2023, Proceedings (pp. 289-306). (Communications in Computer and Information Science; Vol. 1911 CCIS). Springer Science and Business Media Deutschland GmbH. https://doi.org/10.1007/978-981-99-7240-1_23

Kurnianingtyas, Diva ; Indriati, ; Muflikhah, Lailil. / Application of Artificial Intelligence for Maternal and Child Disorders in Indonesia : A Review. Methods and Applications for Modeling and Simulation of Complex Systems - 22nd Asia Simulation Conference, AsiaSim 2023, Proceedings. editor / Fazilah Hassan ; Noorhazirah Sunar ; Mohd Ariffanan Mohd Basri ; Mohd Saiful Azimi Mahmud ; Mohamad Hafis Izran Ishak ; Mohamed Sultan Mohamed Ali. Springer Science and Business Media Deutschland GmbH, 2024. pp. 289-306 (Communications in Computer and Information Science).

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abstract = "The development of Artificial Intelligence (AI) technology is used to minimize the risk of maternal disorders during pregnancy. Maternal health needs to be monitored so as not to cause problems during the baby's birth. The purpose of this study is to provide a literature review from 2017 to 2023. The method used is Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA). This study is a basis for researchers to help solve maternal health problems using AI. This technology is proven to detect and predict problems during pregnancy, thereby reducing maternal and infant mortality and preventing abnormalities in the development process. In addition, AI can help improve medical personnel's performance by minimizing human error. This study also presents trends in AI problems and methods used. However, the rapid development of AI methods has not provided novelty in solving maternal pregnancy issues because researchers rarely implement them on a wider scope of problems. Furthermore, it needs to be developed with other methods, such as simulation.",

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author = "Diva Kurnianingtyas and Indriati and Lailil Muflikhah",

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Kurnianingtyas, D , Indriati, & Muflikhah, L 2024, Application of Artificial Intelligence for Maternal and Child Disorders in Indonesia: A Review. in F Hassan, N Sunar, MA Mohd Basri, MSA Mahmud, MHI Ishak & MS Mohamed Ali (eds), Methods and Applications for Modeling and Simulation of Complex Systems - 22nd Asia Simulation Conference, AsiaSim 2023, Proceedings. Communications in Computer and Information Science, vol. 1911 CCIS, Springer Science and Business Media Deutschland GmbH, pp. 289-306, 22nd Asia Simulation Conference, AsiaSim 2023, Langkawi, Malaysia, 25/10/23. https://doi.org/10.1007/978-981-99-7240-1_23

Application of Artificial Intelligence for Maternal and Child Disorders in Indonesia: A Review. / Kurnianingtyas, Diva ; Indriati, ; Muflikhah, Lailil.
Methods and Applications for Modeling and Simulation of Complex Systems - 22nd Asia Simulation Conference, AsiaSim 2023, Proceedings. ed. / Fazilah Hassan; Noorhazirah Sunar; Mohd Ariffanan Mohd Basri; Mohd Saiful Azimi Mahmud; Mohamad Hafis Izran Ishak; Mohamed Sultan Mohamed Ali. Springer Science and Business Media Deutschland GmbH, 2024. p. 289-306 (Communications in Computer and Information Science; Vol. 1911 CCIS).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Application of Artificial Intelligence for Maternal and Child Disorders in Indonesia

T2 - 22nd Asia Simulation Conference, AsiaSim 2023

AU - Kurnianingtyas, Diva

AU - Indriati,

AU - Muflikhah, Lailil

PY - 2024

Y1 - 2024

N2 - The development of Artificial Intelligence (AI) technology is used to minimize the risk of maternal disorders during pregnancy. Maternal health needs to be monitored so as not to cause problems during the baby's birth. The purpose of this study is to provide a literature review from 2017 to 2023. The method used is Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA). This study is a basis for researchers to help solve maternal health problems using AI. This technology is proven to detect and predict problems during pregnancy, thereby reducing maternal and infant mortality and preventing abnormalities in the development process. In addition, AI can help improve medical personnel's performance by minimizing human error. This study also presents trends in AI problems and methods used. However, the rapid development of AI methods has not provided novelty in solving maternal pregnancy issues because researchers rarely implement them on a wider scope of problems. Furthermore, it needs to be developed with other methods, such as simulation.

AB - The development of Artificial Intelligence (AI) technology is used to minimize the risk of maternal disorders during pregnancy. Maternal health needs to be monitored so as not to cause problems during the baby's birth. The purpose of this study is to provide a literature review from 2017 to 2023. The method used is Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA). This study is a basis for researchers to help solve maternal health problems using AI. This technology is proven to detect and predict problems during pregnancy, thereby reducing maternal and infant mortality and preventing abnormalities in the development process. In addition, AI can help improve medical personnel's performance by minimizing human error. This study also presents trends in AI problems and methods used. However, the rapid development of AI methods has not provided novelty in solving maternal pregnancy issues because researchers rarely implement them on a wider scope of problems. Furthermore, it needs to be developed with other methods, such as simulation.

KW - caesarian section

KW - Health status

KW - Preeclampsia

KW - Pregnancy disorders

KW - Systematic reviews

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M3 - Conference contribution

AN - SCOPUS:85175949327

SN - 9789819972395

T3 - Communications in Computer and Information Science

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EP - 306

BT - Methods and Applications for Modeling and Simulation of Complex Systems - 22nd Asia Simulation Conference, AsiaSim 2023, Proceedings

A2 - Hassan, Fazilah

A2 - Sunar, Noorhazirah

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A2 - Mahmud, Mohd Saiful Azimi

A2 - Ishak, Mohamad Hafis Izran

A2 - Mohamed Ali, Mohamed Sultan

PB - Springer Science and Business Media Deutschland GmbH

Y2 - 25 October 2023 through 26 October 2023

ER -

Kurnianingtyas D , Indriati , Muflikhah L. Application of Artificial Intelligence for Maternal and Child Disorders in Indonesia: A Review. In Hassan F, Sunar N, Mohd Basri MA, Mahmud MSA, Ishak MHI, Mohamed Ali MS, editors, Methods and Applications for Modeling and Simulation of Complex Systems - 22nd Asia Simulation Conference, AsiaSim 2023, Proceedings. Springer Science and Business Media Deutschland GmbH. 2024. p. 289-306. (Communications in Computer and Information Science). doi: 10.1007/978-981-99-7240-1_23

Application of Artificial Intelligence for Maternal and Child Disorders in Indonesia: A Review

Abstract

Publication series

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UN SDGs

Keywords

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