AIMC Topic: Guatemala

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Mobil Monitoring Doppler Ultrasound (MoMDUS) study: protocol for a prospective, observational study investigating the use of artificial intelligence and low-cost Doppler ultrasound for the automated quantification of hypertension, pre-eclampsia and fetal growth restriction in rural Guatemala.

BMJ open Sep 10, 2024
INTRODUCTION: Undetected high-risk conditions in pregnancy are a leading cause of perinatal mortality in low-income and middle-income countries. A key contributor to adverse perinatal outcomes in these settings is limited access to high-quality scree...
Humans Artificial Intelligence Prospective Studies Pregnancy Female Adult Ultrasonography, Prenatal Deep Learning Rural Population Hypertension Observational Studies as Topic Pre-Eclampsia Ultrasonography, Doppler Gestational Age Fetal Growth Retardation Guatemala
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Residential scene classification for gridded population sampling in developing countries using deep convolutional neural networks on satellite imagery.

International journal of health geographics May 9, 2018
BACKGROUND: Conducting surveys in low- and middle-income countries is often challenging because many areas lack a complete sampling frame, have outdated census information, or have limited data available for designing and selecting a representative s...
Humans Neural Networks, Computer Nigeria Residence Characteristics Developing Countries Data Collection Demography Satellite Imagery Guatemala
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