Modeling and forecasting the spread tendency of the COVID-19 in ChinaResearch Published on 2020-09-142022-10-28 Journal: Advances in Difference Equations [Category] COVID-19, [키워드] affected average China collected data Control strategy correlation country COVID-19 cured death effective strategy error rate Forecasting high accuracy increase key factor mathematical mathematical modeling modeling modifications modulation National Health Commission NHCC parameter Parameter estimation parameters per day Prevent SEIR significantly Spread susceptible the disease the epidemic was used [DOI] 10.1186/s13662-020-02940-2 PMC 바로가기 [Article Type] Research
A descriptive study of random forest algorithm for predicting COVID-19 patients outcomeEmergency and Critical Care Published on 2020-09-092022-10-28 Journal: PeerJ [Category] COVID-19, [키워드] 95% CI age Algorithm Analysis analyzed applied AUC can be used CD45 CD8 Clinical characteristics clinical information Clinical outcome clinical risk collected coronavirus disease COVID-19 COVID-19 patient COVID-19 patients descriptive study diagnosed with COVID-19 diagnostic died discharged distribution Dyspnea early stage endpoints Factor global public health high accuracy hospital identify in-hospital mortality increase in Laboratory lactate dehydrogenase LDH Logistic Mortality NLR occurred outbreak outcome parameters Patient patient outcome patients patients hospitalized potential risk predict predictor predictors random Random Forest algorithm Result RFE risk ROC Curve selected Specific subset the disease Treatment univariable was used were excluded Wuhan Wuhan, China [DOI] 10.7717/peerj.9945 PMC 바로가기 [Article Type] Emergency and Critical Care
Differential diagnosis of coronavirus disease 2019 from community-acquired-pneumonia by computed tomography scan and follow-upResearch Article Published on 2020-08-262022-10-29 Journal: Infectious Diseases of Poverty [Category] COVID-19, MERS, [키워드] abnormal change age analysed China Combination community-acquired pneumonia Computed tomography consolidation coronavirus disease Coronavirus disease 2019 Correlation analysis COVID-19 COVID-19 patient CT finding diagnose diagnosed diagnosing Diagnosis diagnosis of COVID-19 differential diagnosis disease early diagnosis evaluate Factor Follow-up GGO grid-like changes ground-glass opacity Guidance high accuracy hospital IMPROVE Infectious disease involved lobes lung lung lesions manifestation New coronavirus objective parameters Patient patients Pneumonia poor prognosis Prognosis provide pulmonary Result sensitivity Sensitivity and specificity Seven severity specificity Treatment two group was used were recorded were used White blood cell with COVID-19 worsened X-ray [DOI] 10.1186/s40249-020-00737-9 PMC 바로가기 [Article Type] Research Article
Prognostic value of lactate dehydrogenase for in-hospital mortality in severe and critically ill patients with COVID-19Research Paper Published on 2020-08-192022-10-29 Journal: International Journal of Medical Sciences [Category] COVID-19, MERS, SARS, [키워드] Accuracy analyzed association Biomarkers coronavirus disease COVID-19 COVID-19 severity Cox regression Cox regression model Critically ill patient cutoff value dead death determine Disease progression enrolled evaluate hazard high accuracy high risk In-hospital death in-hospital mortality independent risk factor Kaplan-Meier method lactate dehydrogenase LDH log-rank test multiple organ dysfunction multivariate outcome Patient patients physician predicted Predictive Prevent prognostic prognostic biomarker Prognostic factor Prognostic value remained resource Retrospective study sensitivity severity significantly higher single-center specificity survival curve survival group Treatment were used with COVID-19 [DOI] 10.7150/ijms.47604 PMC 바로가기 [Article Type] Research Paper
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
Detection of SARS-CoV-2 in nasal swabs using MALDI-MS Research Published on 2020-07-302022-10-05 Journal: Nature biotechnology [Category] SARS, 진단, [키워드] Accuracy Analysis approach can be used country COVID-19 pandemic detect detection determine equipment false negatives False positive high accuracy highest identify Laboratory lack Large-scale testing machine learning analysis machine learning approach nasal swab provided resource RT–PCR SARS-CoV-2 SARS-CoV-2 detection Support tested [DOI] 10.1038/s41587-020-0644-7 [Article Type] Research
Point-of-Use Rapid Detection of SARS-CoV-2: Nanotechnology-Enabled Solutions for the COVID-19 PandemicReview Published on 2020-07-202022-10-29 Journal: International Journal of Molecular Sciences [Category] COVID-19, SARS, [키워드] acute respiratory syndrome addition affected analyzed assist caused community transmission Computed tomography concentrations Contact coronavirus COVID-19 COVID-19 pandemic death detection diagnosing effective effort global healthcare high accuracy identify manuscript Nanoparticles Nanotechnology optical point-of-use Rapid rapid detection of virus reported Research SARS-CoV-2 Sequencing solution Spread Treatment urgency Vaccine virus whole genome [DOI] 10.3390/ijms21145126 PMC 바로가기 [Article Type] Review
Use of Machine Learning and Artificial Intelligence to predict SARS-CoV-2 infection from Full Blood Counts in a populationArticle Published on 2020-06-162022-11-01 Journal: International immunopharmacology [Category] COVID-19, SARS, [키워드] Albert Einstein analysed Analysis ANN Area artificial Artificial Neural Network (ANN) AUC basophil Blood blood tests Brazil can be used changes in characteristic Clinical data collected common cold Community Complete condition conditions count COVID-19 Curve dataset decrease develop Diagnosis diagnostic early stage eosinophils flexible full blood count Health high accuracy hospital identify immune response IMPROVE increase in individuals Infection initial screening intelligence knowledge leukocytes linear combination Lymphocytes machine learning MERS methodology monocyte Monocytes novel coronavirus SARS-CoV-2 overlap pandemic parameter Patient PCR Platelets Population practitioners predict prediction random receiver operating characteristics researcher SARS-CoV-2 SARS-COV-2 infection SARS-CoV-2 patient SARS-CoV-2 positive patient SARS-CoV-2 positive patients Screening Standard deviation statistical test Symptom the SARS-CoV-2 while [DOI] 10.1016/j.intimp.2020.106705 PMC 바로가기 [Article Type] Article
Measurement of hydroxychloroquine in blood from SLE patients using LC-HRMS—evaluation of whole blood, plasma, and serum as sample matricesResearch Article Published on 2020-06-012022-10-28 Journal: Arthritis Research & Therapy [Category] Coronavirus, SARS, [키워드] alternative method Analysis applied Blood Clinical use comparison Concentration COVID-19 patients demonstrated Determination Direct evaluated HCQ high accuracy Hydroxychloroquine Inflammatory measurement MONITOR Patient patients performed plasma Precision Quality control repeated reported reproducibility Result rheumatic disease rheumatoid arthritis serum serum and plasma serum sample SLE SLE patient SLE patients Standard of care systemic lupus erythematosus therapeutic drug Treatment treatment effects Variation Whole blood whole blood sample [DOI] 10.1186/s13075-020-02211-1 PMC 바로가기 [Article Type] Research Article
Chest CT accuracy in the diagnosis of SARS-CoV-2 infection: initial experience in a cancer centerOriginal Article Published on 2020-01-012022-10-28 Journal: Radiologia Brasileira [Category] COVID-19, [키워드] Accuracy age assist Atypical Câncer calculated Cancer Cancer center Chest computed tomography Chest CT collected Computed tomography Coronavirus infections Coronavirus-2 criteria diagnosis of cancer diagnosis of SARS-CoV-2 Diagnostic accuracy evaluate high accuracy Infecções por coronavírus Infection initial intensive care units Interpretation Isolation male material objective pandemic Patient polymerase chain positive Result retrospective RT-PCR Síndrome Respiratória Aguda Grave SARS-CoV-2 selected sensitivity Sensitivity and specificity Severe acute respiratory syndrome single-center study specificity Tomografia Computadorizada [DOI] 10.1590/0100-3984.2020.0040 PMC 바로가기 [Article Type] Original Article