Multiple imputation using the average code from autoencoders

Background: Missing information is a constant issue in the clinical setting. The presence of missing values (MV) is triggered by the wrong acquisition of data or sudden events in the patient’s health condition. Imputation arises to replace the non-existent information with the twofold purpose of ben...

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Bibliographic Details
Main Authors: Edwar Macias, Javier Serrano, Jose Lopez Vicario, Antoni Morell
Format: Article
Language:English
Published: Elsevier 2022-01-01
Series:Computer Methods and Programs in Biomedicine Update
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2666990022000052