Aligned deep neural network for integrative analysis with high-dimensional input

Deep neural network (DNN) techniques have demonstrated significant advantages over regression and some other techniques. In recent studies, DNN-based analysis has been conducted on data with high-dimensional input such as omics measurements. In such analysis, regularization, in particular penalizati...

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Bibliographic Details

Published in:	Journal of biomedical informatics Vol. 144; p. 104434
Main Authors:	Zhang, Shunqin, Zhang, Sanguo, Yi, Huangdi, Ma, Shuangge
Format:	Journal Article
Language:	English
Published:	United States 01.08.2023
Subjects:	Algorithms Humans Neoplasms Neural Networks, Computer Integrative analysis Alignment Penalization DNN High-dimensional
ISSN:	1532-0480, 1532-0480
Online Access:	Get more information
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