Cargando…

Machine learning for accurate estimation of fetal gestational age based on ultrasound images

Accurate estimation of gestational age is an essential component of good obstetric care and informs clinical decision-making throughout pregnancy. As the date of the last menstrual period is often unknown or uncertain, ultrasound measurement of fetal size is currently the best method for estimating...

Descripción completa

Detalles Bibliográficos
Autores principales:	Lee, Lok Hin, Bradburn, Elizabeth, Craik, Rachel, Yaqub, Mohammad, Norris, Shane A., Ismail, Leila Cheikh, Ohuma, Eric O., Barros, Fernando C., Lambert, Ann, Carvalho, Maria, Jaffer, Yasmin A., Gravett, Michael, Purwar, Manorama, Wu, Qingqing, Bertino, Enrico, Munim, Shama, Min, Aung Myat, Bhutta, Zulfiqar, Villar, Jose, Kennedy, Stephen H., Noble, J. Alison, Papageorghiou, Aris T.
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Nature Publishing Group UK 2023
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9998590/ https://www.ncbi.nlm.nih.gov/pubmed/36894653 http://dx.doi.org/10.1038/s41746-023-00774-2

Ejemplares similares

Achieving accurate estimates of fetal gestational age and personalised predictions of fetal growth based on data from an international prospective cohort study: a population-based machine learning study
por: Fung, Russell, et al.
Publicado: (2020)

International standards for symphysis-fundal height based on serial measurements from the Fetal Growth Longitudinal Study of the INTERGROWTH-21(st) Project: prospective cohort study in eight countries
por: Papageorghiou, Aris T, et al.
Publicado: (2016)

International gestational age-specific centiles for blood pressure in pregnancy from the INTERGROWTH-21st Project in 8 countries: A longitudinal cohort study
por: Green, Lauren J., et al.
Publicado: (2021)

Fetal growth velocity standards from the Fetal Growth Longitudinal Study of the INTERGROWTH-21(st) Project
por: Ohuma, Eric O., et al.
Publicado: (2021)

International values for haemoglobin distributions in healthy pregnant women
por: Ohuma, Eric O., et al.
Publicado: (2020)

Neurodevelopmental milestones and associated behaviours are similar among healthy children across diverse geographical locations
por: Villar, José, et al.
Publicado: (2019)

Late weaning and maternal closeness, associated with advanced motor and visual maturation, reinforce autonomy in healthy, 2-year-old children
por: Villar, José, et al.
Publicado: (2020)

Gestational weight gain standards based on women enrolled in the Fetal Growth Longitudinal Study of the INTERGROWTH-21(st) Project: a prospective longitudinal cohort study
por: Cheikh Ismail, Leila, et al.
Publicado: (2016)

Body composition at birth and its relationship with neonatal anthropometric ratios: the newborn body composition study of the INTERGROWTH-21(st) project
por: Villar, José, et al.
Publicado: (2017)

Normative spatiotemporal fetal brain maturation with satisfactory development at 2 years
por: Namburete, Ana I. L., et al.
Publicado: (2023)

The satisfactory growth and development at 2 years of age of the INTERGROWTH-21(st) Fetal Growth Standards cohort support its appropriateness for constructing international standards
por: Villar, José, et al.
Publicado: (2018)

International standards for early fetal size and pregnancy dating based on ultrasound measurement of crown–rump length in the first trimester of pregnancy
por: Papageorghiou, A T, et al.
Publicado: (2014)

The antepartum stillbirth syndrome: risk factors and pregnancy conditions identified from the INTERGROWTH‐21(st) Project
por: Hirst, JE, et al.
Publicado: (2016)

Ultrasound‐based gestational‐age estimation in late pregnancy
por: Papageorghiou, A. T., et al.
Publicado: (2016)

INTERGROWTH-21st Project international INTER-NDA standards for child development at 2 years of age: an international prospective population-based study
por: Fernandes, Michelle, et al.
Publicado: (2020)

Association Between Preterm-Birth Phenotypes and Differential Morbidity, Growth, and Neurodevelopment at Age 2 Years: Results From the INTERBIO-21st Newborn Study
por: Villar, Jose, et al.
Publicado: (2021)

Estimation of gestational age in early pregnancy from crown-rump length when gestational age range is truncated: the case study of the INTERGROWTH-21(st) Project
por: Ohuma, Eric O, et al.
Publicado: (2013)

Deep clinical and biological phenotyping of the preterm birth and small for gestational age syndromes: The INTERBIO-21 (st )Newborn Case-Control Study protocol
por: Kennedy, Stephen H., et al.
Publicado: (2019)

Fetal cranial growth trajectories are associated with growth and neurodevelopment at 2 years of age: INTERBIO-21st Fetal Study
por: Villar, José, et al.
Publicado: (2021)

Association between fetal abdominal growth trajectories, maternal metabolite signatures early in pregnancy, and childhood growth and adiposity: prospective observational multinational INTERBIO-21st fetal study
por: Villar, Jose, et al.
Publicado: (2022)

International gestational age-specific centiles for umbilical artery Doppler indices: a longitudinal prospective cohort study of the INTERGROWTH-21(st) Project
por: Drukker, Lior, et al.
Publicado: (2020)

Learning-based prediction of gestational age from ultrasound images of the fetal brain
por: Namburete, Ana I.L., et al.
Publicado: (2015)

The link between COVID-19 and preeclampsia
por: Papageorghiou, Aris T., et al.
Publicado: (2022)

Machine learning-based analysis of operator pupillary response to assess cognitive workload in clinical ultrasound imaging
por: Sharma, Harshita, et al.
Publicado: (2021)

Growth of preterm infants at the time of global obesity
por: Villar, José, et al.
Publicado: (2019)

Feature-based fuzzy connectedness segmentation of ultrasound images with an object completion step
por: Rueda, Sylvia, et al.
Publicado: (2015)

Scientific basis for standardization of fetal head measurements by ultrasound: a reproducibility study
por: Napolitano, R., et al.
Publicado: (2016)

Quality‐improvement program for ultrasound‐based fetal anatomy screening using large‐scale clinical audit
por: Yaqub, M., et al.
Publicado: (2019)

Comparative Effectiveness of Teaching Obstetrics and Gynaecological Procedural Skills on Patients versus Models: A randomized trial
por: Bhutta, Shereen Zulfiqar, et al.
Publicado: (2018)

Gaze-Probe Joint Guidance with Multi-task Learning in Obstetric Ultrasound Scanning
por: Men, Qianhui, et al.
Publicado: (2023)

Effect of malaria on placental volume measured using three-dimensional ultrasound: a pilot study
por: Rijken, Marcus J, et al.
Publicado: (2012)

First‐trimester ultrasound detection of fetal heart anomalies: systematic review and meta‐analysis
por: Karim, J. N., et al.
Publicado: (2022)

Society of Obstetricians and Gynecologists Pakistan Guideline on Second Trimester Anomaly Scan Published in year 2022
por: Zohra, Nishat, et al.
Publicado: (2022)

International estimated fetal weight standards of the INTERGROWTH‐21(st) Project
por: Stirnemann, J., et al.
Publicado: (2017)

Task model-specific operator skill assessment in routine fetal ultrasound scanning
por: Wang, Yipei, et al.
Publicado: (2022)

Acceptability and Feasibility of a Low-Cost Device for Gestational Age Assessment in a Low-Resource Setting: Qualitative Study
por: Koech, Angela, et al.
Publicado: (2022)

Transforming obstetric ultrasound into data science using eye tracking, voice recording, transducer motion and ultrasound video
por: Drukker, Lior, et al.
Publicado: (2021)

Effect of life skills building education and micronutrient supplements provided from preconception versus the standard of care on low birth weight births among adolescent and young Pakistani women (15–24 years): a prospective, population-based cluster-randomized trial
por: Baxter, Jo-Anna B., et al.
Publicado: (2018)

Feasibility and effect of life skills building education and multiple micronutrient supplements versus the standard of care on anemia among non-pregnant adolescent and young Pakistani women (15–24 years): a prospective, population-based cluster-randomized trial
por: Baxter, Jo-Anna B., et al.
Publicado: (2018)

Ultrasound prediction of Zika virus-associated congenital injury using the profile of fetal growth
por: Walker, Christie L., et al.
Publicado: (2020)

Cannot write session to /tmp/vufind_sessions/sess_388a4v8d2kr87p3a9t93ja26k9