Novel Feature Selection and Voting Classifier Algorithms for COVID-19 Classification in CT ImagesComputational and Artificial Intelligence Published on 2020-09-302022-10-30 Journal: Ieee Access [Category] COVID-19, [키워드] aggregate Algorithm ANOVA applied AUC Chest CT image classification Classifier classifiers Clinical finding CNN Convolutional neural network COVID-19 Critical CT scan CT scans dataset decision diagnose discrepancies Efficiency feature Features features selection Fractal guided whale optimization algorithm Image increase machine learning manifestation network Neural novel optimization overcome Particle Performance metrics Pneumonia positive COVID-19 PSO Research selected Selection SFS statistical test statistically stochastic support vector machine SVM tree voting ensemble Whale Wilcoxon rank-sum X-ray [DOI] 10.1109/ACCESS.2020.3028012 PMC 바로가기 [Article Type] Computational and Artificial Intelligence
Cascaded deep learning classifiers for computer-aided diagnosis of COVID-19 and pneumonia diseases in X-ray scansOriginal Article Published on 2020-09-222022-10-31 Journal: Complex & Intelligent Systems [Category] COVID-19, [키워드] Accuracy assist Bacterial binary classifier Biomedical image processing CAD Cascaded classifiers Classifier Coronavirus outbreak COVID-19 COVID-19 infection dataset deep learning Dense diagnose Diagnosis diagnosis of COVID-19 diagnostic procedure disease ENhance evaluated flexible group Health status include infected cases network Neural Patient physician Pneumonia pneumonia images powerful tool Previous studies residual second Support tested Visual X-ray [DOI] 10.1007/s40747-020-00199-4 PMC 바로가기 [Article Type] Original Article
Identifying Effective Antiviral Drugs Against SARS-CoV-2 by Drug Repositioning Through Virus-Drug Association Prediction바이러스-약물 연관성 예측을 통한 약물 재배치로 SARS-CoV-2에 대한 효과적인 항바이러스 약물 식별Genetics Published on 2020-09-162022-08-13 Journal: Frontiers in Genetics [Category] 유전자 메커니즘, [키워드] ACE2 addition Against angiotensin antiviral drug antiviral drugs association AUC best binding energy bipartite bipartite local model chemical structures Chloroquine Classifier clinical trial clinical trials Complete coronavirus death drug drug repositioning drugs effective antiviral treatment FIVE FK506 followed by genome sequence human Angiotensin-converting enzyme Human angiotensin-converting enzyme 2 identify identifying infected case information Local molecular mycophenolic acid neighbor association information New coronavirus over predicted prediction Prevent regularized least square Remdesivir reported repositioning ribavirin RLS SARS-CoV-2 Spike protein Structure suggested supported the spike protein VDA VDA identification model VDA-RLSBN VDAs virus virus-drug association viruses [DOI] 10.3389/fgene.2020.577387 PMC 바로가기 [Article Type] Genetics
Detecting Misleading Information on COVID-19Computational and Artificial Intelligence Published on 2020-09-092022-10-30 Journal: Ieee Access [Category] COVID-19, [키워드] build Classifier collected collected data coronavirus COVID-19 detect detection system Effectiveness epidemiological Fake news detection identify infodemic information Machine learning algorithms misleading information Obtaining pandemic Performance metrics SARS-CoV-2 Seven social media social networks Text classification text mining UNICEF United Nation Validity web mining WHO World Health Organization [DOI] 10.1109/ACCESS.2020.3022867 PMC 바로가기 [Article Type] Computational and Artificial Intelligence
Social Group Optimization–Assisted Kapur’s Entropy and Morphological Segmentation for Automated Detection of COVID-19 Infection from Computed Tomography ImagesArticle Published on 2020-08-152022-10-31 Journal: Cognitive Computation [Category] COVID-19, [키워드] Accuracy Basis caused Classifier clinically Clustering Computed tomography coronavirus disease COVID-19 COVID-19 infection CT scan image dataset decision detect detection diagnose Entropy Experimental result feature forest function fused Fused feature vector fusing global pandemic group high accuracy highest Image Infection infection rate initial KNN classifier lung Novel coronavirus offer principle Radial regions Research SARS-CoV-2 Segmentation Segmentation and detection accuracy severity Support support vector machine the disease threat tree [DOI] 10.1007/s12559-020-09751-3 PMC 바로가기 [Article Type] Article
Rapid identification of COVID-19 severity in CT scans through classification of deep featuresResearch Published on 2020-08-122022-10-28 Journal: BioMedical Engineering OnLine [Category] COVID-19, MERS, [키워드] Accuracy assist chest CT scan Classifier collected coronavirus COVID-19 COVID-19 cases COVID-19 severity CT scan CT scans deep learning develop diagnosed feasibility feature Follow-up highest identify linear Non-severe case Novel coronavirus Patient physician Pneumonia Rapid Result Severe case severity severity of COVID-19 SVM Therapeutic treatment tomography [DOI] 10.1186/s12938-020-00807-x PMC 바로가기 [Article Type] Research
An automated Residual Exemplar Local Binary Pattern and iterative ReliefF based COVID-19 detection method using chest X-ray imageResearch article Published on 2020-08-012022-10-05 Journal: Chemometrics and Intelligent Laboratory Systems [Category] 치료기술, [키워드] Accuracy automated automatically binary caused chest X-ray classification Classifier cognitive COVID-19 Decision tree detect diagnose Diagnosis disease help Image IRF iterative Iterative ReliefF linear machine learning pattern radiology residual Residual Exemplar LBP shown stages Support SVM transmitted virus worldwide pandemic X-ray [DOI] 10.1016/j.chemolab.2020.104054 [Article Type] Research article
Ultra-High-Throughput Clinical Proteomics Reveals Classifiers of COVID-19 InfectionArticle Published on 2020-07-222022-10-04 Journal: Cell Systems [Category] SARS, 바이오마커, 유전자 메커니즘, [키워드] antiviral immune response approach batch effect Biomarker build Classifier clinical clinical classifiers clinical decision Clinical use Coagulation system Cohort collected complement COVID-19 COVID-19 infection COVID-19 pandemic diagnostic differentially expressed downstream facilitate Factors generate high-throughput proteomics Hospitalized hospitalized COVID-19 patients hypothese identify implementation include Infection Inflammation Longitudinal studies mass spectrometry pandemic per day platform point-of-care Potential biomarker Precision pro-inflammatory factor Protein proteome proteomic proteomics protocol quantification reduce regulated required serum and plasma severity Standardization Support SWATH-MS the SARS-CoV-2 the WHO therapeutic targets upstream WHO with COVID-19 [DOI] 10.1016/j.cels.2020.05.012 PMC 바로가기 [Article Type] Article
Deep Learning-Based Decision-Tree Classifier for COVID-19 Diagnosis From Chest X-ray ImagingMedicine Published on 2020-07-142022-10-31 Journal: Frontiers in Medicine [Category] COVID-19, [키워드] Accuracy average chest X-ray chest X-ray radiography Classifier Convolution coronavirus disease COVID-19 CXR deep deep learning Diagnosis effective feasibility Frame global pandemic identify image classification imaging Neural network Patient Pneumonia polymerase chain RT-PCR Transcription Treatment Tuberculosis X-ray [DOI] 10.3389/fmed.2020.00427 PMC 바로가기 [Article Type] Medicine
End-to-end automatic differentiation of the coronavirus disease 2019 (COVID-19) from viral pneumonia based on chest CTOriginal Article Published on 2020-06-222022-10-31 Journal: European Journal of Nuclear Medicine and Molecular [Category] COVID-19, MERS, SARS, [키워드] absence Accuracy age artificial intelligence AUC average BigBiGAN characteristic Chest CT Classifier Clinical diagnosis clinical symptom communicable conducted coronavirus disease coronavirus disease 2019 pneumonia COVID-19 COVID-19 pneumonia patient CT sign differentiation disease effective enrolled evaluated external validation feature females hospital identify indicated Isolation linear male Patient Pneumonia positive provide Radiologists real time reproducibility resource Result Retrospective study RT-PCR RT-PCR tests Semantic features sensitivity specificity test dataset tested Viral pneumonia virus nucleic acid were used [DOI] 10.1007/s00259-020-04929-1 PMC 바로가기 [Article Type] Original Article