Use of artificial intelligence for gestational age estimation: a systematic review and meta-analysis

Use of artificial intelligence for gestational age estimation: a systematic review and meta-analysis

IntroductionEstimating a reliable gestational age (GA) is essential in providing appropriate care during pregnancy. With advancements in data science, there are several publications on the use of artificial intelligence (AI) models to estimate GA using ultrasound (US) images. The aim of this meta-an...

Full description

Saved in:

Bibliographic Details
Main Authors:	Sabahat Naz, Sahir Noorani, Syed Ali Jaffar Zaidi, Abdu R. Rahman, Saima Sattar, Jai K. Das, Zahra Hoodbhoy
Format:	Article
Language:	English
Published:	Frontiers Media S.A. 2025-01-01
Series:	Frontiers in Global Women's Health
Subjects:	gestational age estimation fetal ultrasound artificial intelligence accuracy pregnancy
Online Access:	https://www.frontiersin.org/articles/10.3389/fgwh.2025.1447579/full
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Impact of fetal sex on neonatal outcomes in women with gestational diabetes mellitus: a systematic review and meta-analysis
by: Mahsa Maghalian, et al.
Published: (2025-02-01)

Evaluation of the Screening Performance of Ultrasonographic Abdominal Circumference and Estimated Fetal Weight in Predicting Small for Gestational Age Newborns
by: Yusuf Dal, et al.
Published: (2024-08-01)

The influence of maternal gestational weight gain on adverse perinatal outcomes
by: Qingshan Yan, et al.
Published: (2025-02-01)

Sirtuins and Their Implications in the Physiopathology of Gestational Diabetes Mellitus
by: Katarzyna Zgutka, et al.
Published: (2025-01-01)

Maternal erythrocytosis as a risk factor for small for gestational age at term in high altitude
by: Wilfredo Villamonte-Calanche, et al.
Published: (2025-02-01)

Perinatal mortality and other severe adverse outcomes following planned birth at 39 weeks versus expectant management in low-risk women: a population based cohort studyResearch in context
by: Kylie Crawford, et al.
Published: (2025-02-01)

Exploring fetal growth patterns in the second trimester: insights from ultrasound measurements among the Minangkabau Ethnic Group in Indonesia
by: Yusrawati, et al.
Published: (2025-01-01)

Higher gut Bacteroidetes and Actinobacteria population in early pregnancy is associated with lower risk of gestational diabetes in the second trimester
by: Seyedeh Neda Mousavi, et al.
Published: (2025-02-01)

Gestational trophoblastic disease: understanding the molecular mechanisms of placental tumours
by: Alina Nicheperovich, et al.
Published: (2025-01-01)

Pregnancy Complications and Outcomes in Obese Women with Gestational Diabetes
by: Gitana Ramonienė, et al.
Published: (2025-01-01)

Strength training in pregnancy. Systematic review of benefits and risks
by: Karol Demel, et al.
Published: (2025-02-01)

Metformin versus insulin in gestational diabetes mellitus: a systematic review
by: Giovanna Noronha Berti, et al.
Published: (2025-01-01)

A Cross Sectional Study of Assessment of Hearing in Infants of Gestational Diabetes Mothers
by: Srikanth Gopinath, et al.
Published: (2023-12-01)

Novel serum biomarkers for early diagnosis of gestational diabetes mellitus—a review
by: Michał Kunicki, et al.
Published: (2025-12-01)

Maternal Serum Fractalkine Concentrations in Pregnancies Complicated by Fetal Growth Restriction
by: Ecem Berfun Toprak Sager, et al.
Published: (2023-08-01)

Maternal Macronutrient Intake and Associated Risk for Gestational Diabetes Mellitus: Results from the BORN2020 Study
by: Antigoni Tranidou, et al.
Published: (2024-12-01)

Retrospective Analysis of Pregnancy Terminations: 9-Years Experience at a Tertiary Hospital in Southeastern Turkey
by: Neslihan Bayramoglu Tepe, et al.
Published: (2021-04-01)

Fetal Thymus Size in Pregnant Women with COVID-19 Infection
by: Sule Goncu Ayhan, et al.
Published: (2021-08-01)

Gestational diabetes mellitus in previous pregnancy associated with the risk of large for gestational age and macrosomia in the second pregnancy
by: Ying Wang, et al.
Published: (2025-02-01)

Methods for modeling gestational weight gain: empirical application using electronic health record data from a safety net population
by: Anna Booman, et al.
Published: (2025-01-01)

Risk of neonatal SARS-CoV-2 infection: a retrospective cohort study based on infected mothers with gestational diabetes mellitus
by: Jing Ni, et al.
Published: (2025-01-01)

Trisomy 21 screening with αlpha software and the Fetal Medicine Foundation algorithm
by: L Pistorius, et al.
Published: (2023-11-01)

Metformin versus insulin in glycemic control in pregnancy (MevIP): a randomized clinical trial protocol
by: Carolina Freitas Alves Amaral-Moreira, et al.
Published: (2025-02-01)

Structural Vulnerability Factors and Gestational Weight Gain: A Scoping Review on the Extent, Range, and Nature of the Literature
by: Labonté, Jocelyne M, et al.
Published: (2024-12-01)

Impact of Self-Management Clustered Care on Psychological and Birth Outcomes in Gestational Diabetes
by: Tang S, et al.
Published: (2025-01-01)

Prevalence and risk factors of gestational diabetes mellitus among pregnant women in northern Vietnam: a cross-sectional study
by: Hieu Minh Le, et al.
Published: (2025-12-01)

The Impact of Gestational Diabetes Mellitus on the Development of Preeclampsia in Twin Pregnancies: A Retrospective Cohort Study Conducted at a Tertiary Hospital
by: Wu H, et al.
Published: (2025-01-01)

Is There An Association Between Kisspeptin Levels And Gestational Diabetes Mellitus?
by: Emine Arslan, et al.
Published: (2020-12-01)

Cord Entanglement in Monoamniotic Twin Pregnancy: A Case Report and Review of the Literature
by: Ayşe Figen Türkçapar, et al.
Published: (2013-08-01)

Investigation of Association with First-Trimester Free Human Chorionic Gonadotropin-ß, Pregnancy - Associated Plasma Protein-A, and Adverse Pregnancy Outcomes
by: Gokhan Gonen, et al.
Published: (2022-03-01)

Evaluation of the psychosocial impact and received care in patients with gestational trophoblastic disease – a qualitative interview based study
by: Blok L.J., et al.
Published: (2025-12-01)

Investigation of Serum Cartonectin Concentrations in Pregnant Women with Gestational Diabetes Mellitus; a Prospective Non-Interventional Cohort Study
by: Onur Gebes, et al.
Published: (2024-04-01)

Gestational weight gain patterns as predictors of cesarean deliveries in women diagnosed with gestational diabetes mellitus
by: Tzu-Ling Chen, et al.
Published: (2025-01-01)

Interaction effect between vitamin D and gestational diabetes mellitus in the second trimester
by: MA Ziwen, et al.
Published: (2024-11-01)

Blood Cells Parameters in Second Trimester of Pregnancy and Gestational Diabetes Mellitus: A Systematic Review and Meta‐Analysis
by: Vida Ghasemi, et al.
Published: (2025-01-01)

Metformin for Treating Gestational Diabetes: What Have We Learned During the Last Two Decades? A Systematic Review
by: Angeliki Gerede, et al.
Published: (2025-01-01)

Prognosis of Pregnancies with Different Degrees of Glucose Intolerance
by: Sevgi Ayhan, et al.
Published: (2013-08-01)

Research on the application effect of self-transcendence nursing model in patients with gestational diabetes mellitus: a randomised controlled trial
by: Mengpei Xu, et al.
Published: (2025-01-01)

Finding Genetic Risk Factors of Gestational Diabetes
by: Soo Heon Kwak, et al.
Published: (2012-12-01)

Results of Routine Antenatal Screening for Cytomegalovirus at a Tertiary Center
by: Duygu TUGRUL ERSAK, et al.
Published: (2023-09-01)