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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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Pubblicato in:BMC Bioinformatics
Autori principali: Zhu, Rong, Wang, Yong, Liu, Jin-Xing, Dai, Ling-Yun
Natura: Artigo
Lingua:Inglês
Pubblicazione: BioMed Central 2021
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Accesso online: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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