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Convolutional neural network models for cancer type prediction based on gene expression

BACKGROUND: Precise prediction of cancer types is vital for cancer diagnosis and therapy. Through a predictive model, important cancer marker genes can be inferred. Several studies have attempted to build machine learning models for this task however none has taken into consideration the effects of...

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Bibliographische Detailangaben
Veröffentlicht in:BMC Med Genomics
Hauptverfasser: Mostavi, Milad, Chiu, Yu-Chiao, Huang, Yufei, Chen, Yidong
Format: Artigo
Sprache:Inglês
Veröffentlicht: BioMed Central 2020
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Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7119277/
https://ncbi.nlm.nih.gov/pubmed/32241303
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12920-020-0677-2
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