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IPCARF: improving lncRNA-disease association prediction using incremental principal component analysis feature selection and a random forest classifier

BACKGROUND: Identifying lncRNA-disease associations not only helps to better comprehend the underlying mechanisms of various human diseases at the lncRNA level but also speeds up the identification of potential biomarkers for disease diagnoses, treatments, prognoses, and drug response predictions. H...

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Bibliografiske detaljer
Udgivet i:BMC Bioinformatics
Main Authors: Zhu, Rong, Wang, Yong, Liu, Jin-Xing, Dai, Ling-Yun
Format: Artigo
Sprog:Inglês
Udgivet: BioMed Central 2021
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC8017839/
https://ncbi.nlm.nih.gov/pubmed/33794766
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12859-021-04104-9
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