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Denoising Autoencoder, A Deep Learning Algorithm, Aids the Identification of A Novel Molecular Signature of Lung Adenocarcinoma

Precise biomarker development is a key step in disease management. However, most of the published biomarkers were derived from a relatively small number of samples with supervised approaches. Recent advances in unsupervised machine learning promise to leverage very large datasets for making better p...

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Detalles Bibliográficos
Autores principales: Wang, Jun, Xie, Xueying, Shi, Junchao, He, Wenjun, Chen, Qi, Chen, Liang, Gu, Wanjun, Zhou, Tong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8242334/
https://www.ncbi.nlm.nih.gov/pubmed/33346087
http://dx.doi.org/10.1016/j.gpb.2019.02.003