Cross-attention PHV: Prediction of human and virus protein-protein interactions using cross-attention-based neural networks.
第一作者:
Sho,Tsukiyama
第一单位:
Department of Bioscience and Bioinformatics, Kyushu Institute of Technology, 680-4 Kawazu, Iizuka, Fukuoka 820-8502, Japan.
作者:
关键词
1D-CNN, One-dimensional-CNNAC, AccuracyAUC, Area under the curveCNN, Convolutional neural networkConvolutional neural networkDT, Decision treeF1, F1-scoreHV-PPIs, Human-virus PPIsHuV-PPI, Human–unknown virus PPIHumanLR, Linear regressionMCC, Matthews correlation coefficientPPIs, Protein-protein interactionsProtein–protein interactionRF, Random forestSARS-CoV-2SARS-CoV-2, Severe acute respiratory syndrome coronavirus 2SN, SensitivitySP, SpecificitySVM, Support vector machineT-SNE, T-distributed stochastic neighbor embeddingVirusW2V, Word2vecWord2vec
DOI
10.1016/j.csbj.2022.10.012
PMID
36249566
发布时间
2022-10-25
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