The pitfalls of using Gaussian Process Regression for normative modeling.

Normative modeling, a group of methods used to quantify an individual's deviation from some expected trajectory relative to observed variability around that trajectory, has been used to characterize subject heterogeneity. Gaussian Processes Regression includes an estimate of variable uncertaint...

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Auteurs principaux: Bohan Xu, Rayus Kuplicki, Sandip Sen, Martin P Paulus
Format: article
Langue:EN
Publié: Public Library of Science (PLoS) 2021
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Accès en ligne:https://doaj.org/article/13a9461825414da983c7677212fac93a
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