Severity Detection for the Coronavirus Disease 2019 (COVID-19) Patients Using a Machine Learning Model Based on the Blood and Urine TestsCell and Developmental Biology Published on 2020-07-312022-10-31 Journal: Frontiers in Cell and Developmental Biology [Category] COVID-19, [키워드] Accuracy Biomarker Biomarkers blood and urine tests build carried caused China contagiousness coronavirus COVID-19 COVID-19 infections COVID-19 patient demonstrated detection develop facilitate feature Final human host investigated involved machine learning machine learning algorithm mechanism Model organ failures outbreak Pneumonia risk screened severe symptoms severity detection significantly SVM Test [DOI] 10.3389/fcell.2020.00683 PMC 바로가기 [Article Type] Cell and Developmental Biology
Assessment of the outbreak risk, mapping and infection behavior of COVID-19: Application of the autoregressive integrated-moving average (ARIMA) and polynomial modelsResearch Article Published on 2020-07-282022-10-28 Journal: PLoS ONE [Category] COVID-19, MERS, [키워드] Algorithm application ARIMA assessment assist AUC value average caused coronavirus COVID-19 COVID-19 disease COVID-19 outbreak disease effective epidemiologist evaluate Evidence expected Factor growth Health health emergency high risk infected case Infection information Iran observation organization outbreak outcome pandemic coronavirus Predictive programming quarantine Region reveal risk risk factor risk of COVID-19 selected Support SVM tested the disease virus was used [DOI] 10.1371/journal.pone.0236238 PMC 바로가기 [Article Type] Research Article
AI Techniques for COVID-19Biomedical Engineering Published on 2020-07-082022-10-30 Journal: Ieee Access [Category] COVID-19, [키워드] administration Analysis artificial artificial intelligence benefit big data classical Clinical data cloud computing combating COVID-19 crisis Data analysis deep learning facilitate handling highlight implementation intelligence investigated limits pandemic Practitioner progression Region researcher SVM technique the IoT virus viruses [DOI] 10.1109/ACCESS.2020.3007939 PMC 바로가기 [Article Type] Biomedical Engineering
COVID-19 detection using deep learning models to exploit Social Mimic Optimization and structured chest X-ray images using fuzzy color and stacking approachesResearch article Published on 2020-06-012022-10-05 Journal: Computers in biology and medicine [Category] SARS, 치료기술, [키워드] 2019-nCoV Analysis approach artificial intelligence cause Chest X-ray image color contribute coronavirus COVID-19 COVID-19 disease dataset deep learning feature Fuzzy color technique Human humans infect MIMIC optimization Pneumonia processed respiratory infection Social mimic Stacking technique sub-branch support vector machine SVM variety virus X-ray [DOI] 10.1016/j.compbiomed.2020.103805 [Article Type] Research article
Application of Raman spectroscopy in the detection of hepatitis B virus infectionArticle Published on 2019-12-012023-06-16 Journal: Photodiagnosis and photodynamic therapy [Category] B형 간염, [키워드] airPLS HBV PCA Raman Raman spectroscopy serum SVM [DOI] 10.1016/j.pdpdt.2019.08.006
Comparative studies of alignment, alignment-free and SVM based approaches for predicting the hosts of viruses based on viral sequencesArticle Published on 2018-07-032022-10-29 Journal: Scientific Reports [Category] Coronavirus, [키워드] applied approach Comparative conserved coronavirus correlated dinucleotide Diseases Frequency gene sequences Host influenza A virus influenza A viruses investigated K -mer pandemic predict Rabies virus Sample size sequence spike gene Support Surveillance SVM time-consuming Variability viral sequence virus viruses [DOI] 10.1038/s41598-018-28308-x PMC 바로가기 [Article Type] Article
Deep sequencing of HBV pre-S region reveals high heterogeneity of HBV genotypes and associations of word pattern frequencies with HCCHBV pre-S 영역의 심층 시퀀싱은 HBV 유전자형의 높은 이질성과 HCC와 단어 패턴 빈도의 연관성을 보여줍니다Research Article Published on 2018-02-232022-09-06 Journal: PLoS Genetics [Category] B형 간염, Communicable Disease, [키워드] Accuracy Analysis approach approaches association AUC build calculated can be used characteristic CHB China Classifier Clustering Complication Cross-validation data set deep followed by fraction Frequency Genotype group HBV HBV infection HCC HCC patient hepatitis B Hepatitis B virus Hepatocellular carcinoma heterogeneity Hierarchical hierarchical clustering high accuracy High-throughput sequencing include independent data set individual individuals infected individual infected individuals Infection information lead liver Liver cancer Manhattan distance MDs next generation sequencing NGS predict prevalent Probability regions reveal Sanger sequencing second sequence sequences Sequencing shown significantly Support support vector machine SVM virus was obtained [DOI] 10.1371/journal.pgen.1007206 PMC 바로가기 [Article Type] Research Article
Discovery of Influenza A virus neuraminidase inhibitors using support vector machine and Naïve Bayesian modelsArticle Published on 2016-05-012023-06-23 Journal: Molecular diversity [Category] 신종인플루엔자, [키워드] H1N1 H3N2 Influenza virus Naïve Bayesian neuraminidase inhibitor support vector machine SVM Virtual screening [DOI] 10.1007/s11030-015-9641-z
Inferring the hosts of coronavirus using dual statistical models based on nucleotide compositionArticle Published on 2015-11-262022-10-29 Journal: Scientific Reports [Category] Coronavirus, MERS, [키워드] acute respiratory syndrome approach caused coronavirus Coronaviruses high accuracy Host human pathogen humans MERS-CoV Middle East nucleotide Panic parameter prediction researchers respiratory syndrome coronavirus SARS-CoV spike gene statistical model Support SVM training data Transmission [DOI] 10.1038/srep17155 PMC 바로가기 [Article Type] Article
VIRsiRNApred: a web server for predicting inhibition efficacy of siRNAs targeting human virusesResearch Published on 2013-12-112022-10-30 Journal: Journal of Translational Medicine [Category] Coronavirus, [키워드] 0.05 Algorithm ANN antiviral therapeutics approach coefficient condition correlation cross dataset datasets effective Efficacy feature frequencies HBV HCV heterogeneous HIV independent mammalian nucleotide Pearson performed predicted Prediction algorithm predictor Quantitative REP Result RNAi secondary structure Selection sequence siRNA siRNAs Support SVM tested thermodynamic tree virus [DOI] 10.1186/1479-5876-11-305 PMC 바로가기 [Article Type] Research