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

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...

Fuld beskrivelse

Bibliografiske detaljer
Main Authors:	Lee, LH, Bradburn, E, Craik, R, Yaqub, M, Norris, SA, Ismail, LC, Ohuma, EO, Barros, FC, Lambert, A, Carvalho, M, Jaffer, YA, Gravett, M, Purwar, M, Wu, Q, Bertino, E, Munim, S, Min, AM, Bhutta, Z, Villar, J, Kennedy, SH, Noble, JA, Papageorghiou, AT
Format:	Journal article
Sprog:	English
Udgivet:	Springer Nature 2023
Fag:	Intrauterine growth Ultrasonography Neonatology

Lignende værker

Ultrasound-based gestational-age estimation in late pregnancy
af: Papageorghiou, AT, et al.
Udgivet: (2016)

Machine learning for accurate estimation of fetal gestational age based on ultrasound images
af: Lok Hin Lee, et al.
Udgivet: (2023-03-01)

End-to-end convolutional neural network for automatic encoding facial descriptor (N-CNN) in the diagnosis of intrauterine distress
af: N. V. Korotaeva, et al.
Udgivet: (2023-10-01)

The INTERGROWTH-21st fetal growth standards: toward the global integration of pregnancy and pediatric care
af: Papageorghiou, AT, et al.
Udgivet: (2018)

International standards for newborn weight, length, and head circumference by gestational age and sex: the Newborn Cross-Sectional Study of the INTERGROWTH-21st Project.
af: Villar, J, et al.
Udgivet: (2014)

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
af: Fung, R, et al.
Udgivet: (2020)

Managing your patients data in the neonatal and pediatric ICU [electronic resource] : an introduction to databases and statistical analysis /
af: Schulman, Joseph, 1950-
Udgivet: (2006)

Managing your patients data in the neonatal and pediatric ICU : an introduction to databases and statistical analysis /
af: Schulman, Joseph, 1950-
Udgivet: (2006)

Calibrated Bayesian neural networks to estimate gestational age and its uncertainty on fetal brain ultrasound images
af: Lee, LH, et al.
Udgivet: (2020)

International values for haemoglobin distributions in healthy pregnant women
af: Ohuma, EO, et al.
Udgivet: (2020)

International gestational age-specific centiles for blood pressure in pregnancy from the INTERGROWTH-21st Project in 8 countries: a longitudinal cohort study
af: Green, L, et al.
Udgivet: (2021)

International Standards for Symphysis-Fundal Height Based on Serial Measurements from the Fetal Growth Longitudinal Study of the INTERGROWTH-21st Project: Prospective Cohort Study in Eight Countries
af: Papageorghiou, AT, et al.
Udgivet: (2016)

Fetal cerebellar growth and Sylvian fissure maturation: international standards from Fetal Growth Longitudinal Study of INTERGROWTH-21st Project
af: Rodriguez-Sibaja, MJ, et al.
Udgivet: (2020)

Postnatal growth standards for preterm infants: the Preterm Postnatal Follow-up Study of the INTERGROWTH-21(st) Project.
af: Villar, J, et al.
Udgivet: (2015)

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

The likeness of fetal growth and newborn size across non-isolated populations in the INTERGROWTH-21st Project: the Fetal Growth Longitudinal Study and Newborn Cross-Sectional Study.
af: Villar, J, et al.
Udgivet: (2014)

International standards for fetal growth based on serial ultrasound measurements: the Fetal Growth Longitudinal Study of the INTERGROWTH-21st Project.
af: Papageorghiou, A, et al.
Udgivet: (2014)

Umbilical cord bilirubin as a predictor of neonatal jaundice: a retrospective cohort study
af: Kelsey D. J. Jones, et al.
Udgivet: (2017-09-01)

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

Neonatal blood pressure by birth weight, gestational age, and postnatal age: a systematic review
af: Rhys Dore, et al.
Udgivet: (2024-05-01)

Butterflies and Ribbons: Supporting Families Experiencing Perinatal Loss in Multiple Gestation
af: Béatrice Boutillier, et al.
Udgivet: (2023-08-01)

The objectives, design and implementation of the INTERGROWTH-21st Project
af: Villar, J, et al.
Udgivet: (2014)

Quality control of ultrasound for fetal biometry: results from the INTERGROWTH‐21st Project
af: Cavallaro, A, et al.
Udgivet: (2017)

The objectives, design and implementation of the INTERGROWTH-21st Project.
af: Villar, J, et al.
Udgivet: (2013)

The objectives, design and implementation of the INTERGROWTH-21 st Project
af: Villar, J, et al.
Udgivet: (2013)

Innovations in neonatal-perinatal medicine : innovative technologies and therapies that have fundamentally changed the way we deliver care for the fetus and the neonate /
af: Mathew, Oommen P., 1948-, et al.
Udgivet: (c201)

Iatrogenic nasal synechiae in a premature newborn
af: Alper Aykanat, et al.
Udgivet: (2020-06-01)

Protocolo de investigação e manejo do AVC isquêmico neonatal
af: Nicolas Ramos, et al.
Udgivet: (2024-12-01)

Echocardiographic Features of the Ductus Arteriosus and the Foramen Ovale in a Hospital-Based Population of Neonatal Foals
af: Lisa De Lange, et al.
Udgivet: (2022-08-01)

The role of the nursing team about home care after discharge from neonatal intensive care unit: a literature review
af: Rafaela Bramatti Silva, et al.
Udgivet: (2006-12-01)

ULTRASOUND DIAGNOSIS OF NECROTIZING ENTEROCOLITIS
af: M. I. Pykov, et al.
Udgivet: (2018-02-01)

International Estimated Fetal Weight Standards of the INTERGROWTH-21(st) Project
af: Stirnemann, J, et al.
Udgivet: (2016)

International standards for fetal brain structures based on serial ultrasound measurements from the Fetal Growth Longitudinal Study of the INTERGROWTH-21st Project
af: Napolitano, R, et al.
Udgivet: (2020)

Editorial: Future medical education in pediatrics and neonatology
af: Michael Wagner, et al.
Udgivet: (2023-02-01)

Normative spatiotemporal fetal brain maturation with satisfactory development at 2 years
af: Namburete, AIL, et al.
Udgivet: (2023)

A rapid questionnaire assessment of environmental exposures to pregnant women in the INTERGROWTH-21st Project.
af: Eskenazi, B, et al.
Udgivet: (2013)

The Implications of Metabotypes for Rationalizing Therapeutics in Infants and Children
af: Theodora eKatsila, et al.
Udgivet: (2015-07-01)

Evaluation of national health‐care related infection criteria for epidemiological surveillance in neonatology
af: Janita Ferreira, et al.
Udgivet: (2014-07-01)

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

Evidenced-based handbook of neonatology /
af: Oh, William
Udgivet: (c201)