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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Vydané v:	Journal of biomedical informatics Ročník 144; s. 104434
Hlavní autori:	Zhang, Shunqin, Zhang, Sanguo, Yi, Huangdi, Ma, Shuangge
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	United States 01.08.2023
Predmet:	Algorithms Humans Neoplasms Neural Networks, Computer Integrative analysis Alignment Penalization DNN High-dimensional
ISSN:	1532-0480, 1532-0480
On-line prístup:	Zistit podrobnosti o prístupe
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