换一批
第一作者：
Somayah,Albaradei
第一单位：
Computational Bioscience Research Center (CBRC), Computer, Electrical and Mathematical Sciences and Engineering Division (CEMSE), King Abdullah University of Science and Technology (KAUST), Thuwal 23955-6900, Saudi Arabia.;King Abdulaziz University, Faculty of Computing and Information Technology, Jeddah, Saudi Arabia.
作者：
关键词
AE, autoencoderANN, Artificial Neural NetworkAUC, area under the curveAcc, AccuracyArtificial intelligenceBC, Betweenness centralityBH, Benjamini-HochbergBioGRID, Biological General Repository for Interaction DatasetsCCP, compound covariate predictorCEA, Carcinoembryonic antigenCNN, convolution neural networksCV, cross-validationCancerDBN, deep belief networkDDBN, discriminative deep belief networkDEGs, differentially expressed genesDIP, Database of Interacting ProteinsDNN, Deep neural networkDT, Decision TreeDeep learningEMT, epithelial-mesenchymal transitionFC, fully connectedGA, Genetic AlgorithmGANs, generative adversarial networksGEO, Gene Expression OmnibusHCC, hepatocellular carcinomaHPRD, Human Protein Reference DatabaseKNN, K-nearest neighborL-SVM, linear SVMLIMMA, linear models for microarray dataLOOCV, Leave-one-out cross-validationLR, Logistic RegressionMCCV, Monte Carlo cross-validationMLP, multilayer perceptronMachine learningMetastasisNPV, negative predictive valuePCA, Principal component analysisPPI, protein-protein interactionPPV, positive predictive valueRC, ridge classifierRF, Random ForestRFE, recursive feature eliminationRMA, robust multi‐array averageRNN, recurrent neural networksSGD, stochastic gradient descentSMOTE, synthetic minority over-sampling techniqueSVM, Support Vector MachineSe, sensitivitySp, specificityTCGA, The Cancer Genome Atlask-CV, k-fold cross validationmRMR, minimum redundancy maximum relevance
DOI
10.1016/j.csbj.2021.09.001
PMID
34589181
发布时间
2023-11-07
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