Deep representation learning identifies associations between physical activity and sleep patterns during pregnancy and prematurity

Deep representation learning identifies associations between physical activity and sleep patterns during pregnancy and prematurity

Abstract Preterm birth (PTB) is the leading cause of infant mortality globally. Research has focused on developing predictive models for PTB without prioritizing cost-effective interventions. Physical activity and sleep present unique opportunities for interventions in low- and middle-income populat...

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Bibliographic Details
Main Authors: Neal G. Ravindra, Camilo Espinosa, Eloïse Berson, Thanaphong Phongpreecha, Peinan Zhao, Martin Becker, Alan L. Chang, Sayane Shome, Ivana Marić, Davide De Francesco, Samson Mataraso, Geetha Saarunya, Melan Thuraiappah, Lei Xue, Brice Gaudillière, Martin S. Angst, Gary M. Shaw, Erik D. Herzog, David K. Stevenson, Sarah K. England, Nima Aghaeepour
Format: Article
Language:English
Published: Nature Portfolio 2023-09-01
Series:npj Digital Medicine
Online Access:https://doi.org/10.1038/s41746-023-00911-x

Internet

https://doi.org/10.1038/s41746-023-00911-x

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