A data-driven health index for neonatal morbidities

A data-driven health index for neonatal morbidities

Summary: Whereas prematurity is a major cause of neonatal mortality, morbidity, and lifelong impairment, the degree of prematurity is usually defined by the gestational age (GA) at delivery rather than by neonatal morbidity. Here we propose a multi-task deep neural network model that simultaneously...

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Bibliographic Details
Main Authors: Davide De Francesco, Yair J. Blumenfeld, Ivana Marić, Jonathan A. Mayo, Alan L. Chang, Ramin Fallahzadeh, Thanaphong Phongpreecha, Alex J. Butwick, Maria Xenochristou, Ciaran S. Phibbs, Neda H. Bidoki, Martin Becker, Anthony Culos, Camilo Espinosa, Qun Liu, Karl G. Sylvester, Brice Gaudilliere, Martin S. Angst, David K. Stevenson, Gary M. Shaw, Nima Aghaeepour
Format: Article
Language:English
Published: Elsevier 2022-04-01
Series:iScience
Subjects:
Biological sciences
Cell biology
Molecular biology
Online Access:http://www.sciencedirect.com/science/article/pii/S2589004222004138

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http://www.sciencedirect.com/science/article/pii/S2589004222004138

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