An exploration of testing genetic associations using goodness-of-fit statistics based on deep ReLU neural networks

As a driving force of the fourth industrial revolution, deep neural networks are now widely used in various areas of science and technology. Despite the success of deep neural networks in making accurate predictions, their interpretability remains a mystery to researchers. From a statistical point o...

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Bibliographic Details
Main Authors: Xiaoxi Shen, Xiaoming Wang
Format: Article
Language:English
Published: Frontiers Media S.A. 2024-11-01
Series:Frontiers in Systems Biology
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fsysb.2024.1460369/full