换一批Splice2Deep: An ensemble of deep convolutional neural networks for improved splice site prediction in genomic DNA.
第一作者：
Somayah,Albaradei
第一单位：
Computer, Electrical and Mathematical Sciences and Engineering Division (CEMSE), Computational Bioscience Research Center, Computer (CBRC), King Abdullah University of Science and Technology (KAUST), Thuwal 23955-6900, Saudi Arabia.;Faculty of Computing and Information Technology, King Abdulaziz University, Saudi Arabia.
作者：
关键词
AUC, area under curveAcSS, acceptor splice siteAcc, accuracyBioinformaticsCNN, convolutional neural networkCONV, convolutional layersDL, deep learningDNA, deoxyribonucleic acidDT, decision treesDeep-learningDoSS, donor splice siteFC, fully connected layerML, machine learningNB, naive BayesNN, neural networkPOOL, pooling layerPredictionRF, random forestRNA, ribonucleic acidReLU, rectified linear unit layerSS, splice siteSVM, support vector machineSn, sensitivitySp, specificitySplice sitesSplicing
DOI
10.1016/j.gene.2020.100035
PMID
32550561
发布时间
2022-04-15
- 浏览2
Gene
2020年5卷
100035页
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