Dysregulated autoantibodies targeting vaso- and immunoregulatory receptors in Post COVID Syndrome correlate with symptom severityArticle Published on 2022-09-272022-11-15 Journal: Frontiers in Immunology [Category] 진단, [키워드] accompanied ADRA2A ADRB2 alteration analyzed Asymptomatic autoantibodies autoantibody autonomic Autonomic nervous system autonomous chronic chronic fatigue syndrome classification Classifier Control control group control groups correlated correlation COVID COVID-19 Diagnostic Criteria disease dysregulation Evidence exploratory study fatigue G-protein G-protein coupled receptor groups immunoregulation indicated involved ME/CFS, Mild-to-moderate MOST nervous system organ dysfunction outcomes Pathogenesis Patient patients plethora Post COVID syndrome random receptor receptors Regulatory renin-angiotensin system seronegative serum severity STAB1 subset Symptom symptom severity syndrome [DOI] 10.3389/fimmu.2022.981532 PMC 바로가기
Development of a multiomics model for identification of predictive biomarkers for COVID-19 severity: a retrospective cohort studyResearch article Published on 2022-09-012022-10-05 Journal: International Journal of Environmental Research an [Category] COVID19(2023년), SARS, 바이오마커, 유전자 메커니즘, 진단, [키워드] absence adverse outcomes analysed approach assigned Biomarker Biomarkers Classifier CLEC6A Clinical improvement Clinical outcome Clinical use Cohort cohorts collected complex complications Course COVID-19 COVID-19 pandemic Critical cytokine Cytokines dataset defined development disease disease severity disorder domain Eric ether example finding funding high variability hospital Hospital admission independent Lipid lipids machine Machine learning algorithms marker Mayo Clinic metabolite metabolites molecular MOST multidimensional outcome participant Patient patients with COVID-19 plasma plasma sample positive predict predicted Predictive producing Protein Proteins proteomics proximity extension assay quantified reported representing retrospective cohort study SARS-CoV-2 RT-PCR severity subgroup subset Tandem mass spectrometry the WHO USA was done with COVID-19 [DOI] 10.1016/S2589-7500(22)00112-1 [Article Type] Research article
A non-invasive ultrasensitive diagnostic approach for COVID-19 infection using salivary label-free SERS fingerprinting and artificial intelligenceResearch article Published on 2022-09-012022-10-05 Journal: Journal of photochemistry and photobiology. B, Bio [Category] SARS, 바이오마커, 변종, 진단, 치료기술, [키워드] Accuracy approach artificial intelligence biochemical change Classifier clinical COVID-19 COVID-19 infected patient COVID-19 infection COVID-19 outbreak demonstrated Diagnosis diagnostic diagnostics Efficiency false-negative genetic diversity global healthcare gold standard healthy healthy control high accuracy invasive Label-free limit Machine learning algorithms management MERS-CoV Mutation Nasopharyngeal swab Non-invasive Patient Population screening positive predicted reagents risk Saliva salivary SARS-CoV SARS-CoV-2 SARS-COV-2 infection scattering sensitivity specificity Stage subjects Support surface enhanced Raman spectroscopy SVM the patient virus virus spike protein [DOI] 10.1016/j.jphotobiol.2022.112545 [Article Type] Research article
X-ray image based COVID-19 detection using evolutionary deep learning approachResearch article Published on 2022-09-012022-10-05 Journal: Sensors (Basel, Switzerland) [Category] 변종, 치료기술, [키워드] Accuracy Algorithm approach automatically boundary Chest Chest X-ray images Classifier CNN complex Comprehensive Convolutional neural network coronavirus coronavirus disease COVID-19 COVID-19 disease deep learning Deep neuroevolution learning detect detectable develop diagnose effective help image classification IMPROVE K-nearest neighbor classifier labeling MONITOR radiological radiologist replaced significantly more time-consuming Trial X-ray [DOI] 10.1016/j.eswa.2022.116942 [Article Type] Research article
High-dimensional multinomial multiclass severity scoring of COVID-19 pneumonia using CT radiomics features and machine learning algorithms Research Published on 2022-09-012022-10-05 Journal: Scientific Reports [Category] 치료법, [키워드] 95% CI Accuracy adaptive addition Algorithm Algorithms AUC calculated characteristic Classifier Clinical features Cluster Computed tomography Confusion COVID-19 COVID-19 patient COVID-19 patients dataset datasets deviation feature Features Gray highlighting Level Likelihood ratio test lung machine learning algorithm management MLR multinomial logistic regression outcome Patient performed Pneumonia Precision predictive power random recall regression spline reported selected severity significant difference significantly uniformity was performed [DOI] 10.1038/s41598-022-18994-z [Article Type] Research
Identification of COVID-19 patients at risk of hospital admission and mortality: a European multicentre retrospective analysis of mid-regional pro-adrenomedullinObservational Study Published on 2022-08-282022-10-05 Journal: Respiratory Research [Category] SARS, 바이오마커, 임상, [키워드] age Analysis assessment Bacterial infections Classifier collected Combination COVID-19 patient CRP death demographics Department discharge Emergency emergency department Europe European examined failure hospital Hospital admission hospitalisation identification identify IMPROVE in viral increased risk infected with SARS-CoV-2 Infection Inflammatory biomarker International LDH mid-regional pro-adrenomedullin Mortality MR-proADM multicenter multicentre Organ failure outcome Patient patients performed presenting previous study primary endpoint prognostic Prognostic factor random Retrospective analysis risk RT-qPCR Safe SARS-CoV-2 SARS-COV-2 infection secondary care Sepsis Septic shock SOFA SOFA score the patient Treatment utility was performed [DOI] 10.1186/s12931-022-02151-1 PMC 바로가기 [Article Type] Observational Study
Expecting individuals’ body reaction to Covid-19 based on statistical Naïve Bayes techniqueResearch article Published on 2022-08-012022-10-05 Journal: Sensors (Basel, Switzerland) [Category] 변종, [키워드] Accuracy affected average binary classification Classifier collected competing complications compose COVID-19 dataset diagnosing drastic Efficiency expectation feature Fisher Gray hybrid Improved include Infection introduced mutated virus Naïve Bayes occur optimization outlier outperform phase Precaution Precision predict prediction provide Prudential Expectation reached recall rejection routine blood test score selected Selection statistical Strategy subset training data virus Wolf Wrapper [DOI] 10.1016/j.patcog.2022.108693 [Article Type] Research article
A novel fusion based convolutional neural network approach for classification of COVID-19 from chest X-ray imagesResearch article Published on 2022-08-012022-10-05 Journal: Biomedical Signal Processing and Control [Category] 치료기술, [키워드] Accuracy Affect approach caused chest X-ray Chest X-ray image Chest X-ray images Classifier confidence Confidence fusion cough CoV COVID-19 COVID-19 pandemic datasets death deep deep learning Deep Learning Method described Diagnosis disease experiment Fever Healthcare system healthy Mild normal Novel coronavirus Patient Pneumonia respiratory infection Respiratory system SARS-CoV-2 shown Symptom transfer learning viral infection weakness Wuhan, China [DOI] 10.1016/j.bspc.2022.103778 [Article Type] Research article
Integrated COVID-19 Predictor: Differential expression analysis to reveal potential biomarkers and prediction of coronavirus using RNA-Seq profile data통합 COVID-19 예측자: RNA-Seq 프로필 데이터를 사용하여 잠재적인 바이오마커 및 코로나바이러스 예측을 밝히기 위한 차등 발현 분석Article Published on 2022-08-012022-09-11 Journal: Computers in biology and medicine [Category] COVID19(2023년), MERS, SARS, 바이오마커, 변종, [키워드] Accuracy adjusted Analysis applied association bioinformatics Biomarker classification Classifier collected Consensus Control coronavirus COVID-19 COVID-19 cases COVID-19 pandemic DEGs DESeq2 Differential expression analysis differentially expressed gene Differentially expressed genes disease transmission down-regulated genes experiment experimental analysis expressed feature filtered gene count Genome healthy identify input intersection and union issue Limma machine machine learning machine learning model machine learning models matter moderate P-value pandemic performed Potential biomarker potential biomarkers predict prediction predictor processed RNA-Seq SARS-CoV-2 SARS-CoV-2 virus sequence significantly Spread statistical SVM the SARS-CoV-2 virus trend up-regulated viral disease Virology [DOI] 10.1016/j.compbiomed.2022.105684 PMC 바로가기 [Article Type] Article
Detecting COVID-19 patients via MLES-Net deep learning models from X-Ray imagesX-Ray 이미지에서 MLES-Net 딥 러닝 모델을 통해 COVID-19 환자 감지Article Published on 2022-07-302022-09-11 Journal: BMC Medical Imaging [Category] COVID19(2023년), SARS, 치료기술, [키워드] Accuracy Attention automatically average calculation categories category caused Characteristics chest X-ray Chest X-ray images Classifier classifiers Convolutional neural network convolutional neural network (CNN) Corona Coronavirus infection correlation COVID-19 COVID-19 patient cumulative death deep deep learning diagnose Diagnosis Dot product Efficiency enhanced experimental results Factor feature Final generate IMPROVE information initial Local Mask MLES-Net. multiple groups network network model normalized Novel coronavirus Novel coronavirus infection parameter parameters Pneumonia Prevent problems restored scaled sensation similarity Spread Variability virus Virus Disease was obtained [DOI] 10.1186/s12880-022-00861-y PMC 바로가기 [Article Type] Article