Neonatal Diagnostics: Toward Dynamic Growth Charts of Neuromotor Control

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Abstract
The current rise of neurodevelopmental disorders poses a critical need to detect risk early in order to rapidly intervene. One of the tools pediatricians use to track development is the standard growth chart. The growth charts are somewhat limited in predicting possible neurodevelopmental issues. They rely on linear models and assumptions of normality for physical growth data – obscuring key statistical information about possible neurodevelopmental risk in growth data that actually has accelerated, non-linear rates-of-change and variability encompassing skewed distributions. Here, we use new analytics to profile growth data from 36 newborn babies that were tracked longitudinally for 5 months. By switching to incremental (velocity-based) growth charts and combining these dynamic changes with underlying fluctuations in motor performance – as the transition from spontaneous random noise to a systematic signal – we demonstrate a method to detect very early stunting in the development of voluntary neuromotor control and to flag risk of neurodevelopmental derail.
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Archival date: 2016-12-06
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References found in this work BETA
Autism: The Micro-Movement Perspective.Torres, Elizabeth B.; Brincker, Maria; Isenhower, Robert W.; Yanovich, Polina; Stigler, Kimberly; Nurnberger, John I.; Metaxas, Dimitri N. & Jose, Jorge V.

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Citations of this work BETA
Why Study Movement Variability in Autism?Brincker, Maria & Torres, Elizabeth
Developmental Trajectories of Hand Movements in Typical Infants and Those at Risk of Developmental Disorders: An Observational Study of Kinematics During the First Year of Life.Ouss, Lisa; Le Normand, Marie-Thérèse; Bailly, Kevin; Leitgel Gille, Marluce; Gosme, Christelle; Simas, Roberta; Wenke, Julia; Jeudon, Xavier; Thepot, Stéphanie; Da Silva, Telma; Clady, Xavier; Thoueille, Edith; Afshar, Mohammad; Golse, Bernard & Guergova-Kuras, Mariana

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2016-12-06

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