AI Estimation of Gestational Age from Blind Ultrasound Sweeps in Low-Resource Settings
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- 26 April 2022
- journal article
- research article
- Published by Massachusetts Medical Society in NEJM Evidence
- Vol. 1 (5)
Abstract
Background Ultrasound is indispensable to gestational age estimation and thus to quality obstetrical care, yet high equipment cost and the need for trained sonographers limit its use in lo... AI-Assisted Ultrasound to Estimate Gestational Age Fetal biometry is used to estimate gestational age in high-resource settings, but personnel requirements and equipment cost limit its use in low-r...Keywords
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This publication has 18 references indexed in Scilit:
- International evaluation of an AI system for breast cancer screeningNature, 2020
- Reducing the global burden of preterm birthsThe Lancet Global Health, 2019
- A guide to deep learning in healthcareNature Medicine, 2019
- Quantifying bias between reported last menstrual period and ultrasonography estimates of gestational age in Lusaka, ZambiaInternational Journal of Gynecology & Obstetrics, 2018
- On Deep Learning for Medical Image AnalysisJAMA, 2018
- Telesonography in emergency medicine: A systematic reviewPLOS ONE, 2018
- Dermatologist-level classification of skin cancer with deep neural networksNature, 2017
- Development and Validation of a Deep Learning Algorithm for Detection of Diabetic Retinopathy in Retinal Fundus PhotographsJAMA, 2016
- The use of portable ultrasound devices in low‐ and middle‐income countries: a systematic review of the literatureTropical Medicine & International Health, 2016
- Implementation of the Zambia Electronic Perinatal Record System for comprehensive prenatal and delivery careInternational Journal of Gynecology & Obstetrics, 2011