SARS-CoV-2 active infection prevalence and seroprevalence in the adult population of St. Louis County세인트루이스 카운티 성인 인구의 SARS-CoV-2 활성 감염 유병률 및 혈청 유병률Article Published on 2022-07-012022-09-12 Journal: Annals of epidemiology [Category] COVID19(2023년), MERS, SARS, 진단, [키워드] 95% CI absence black conducted COVID-19 COVID-19 infection estimate fatality Hospitalization IgG IgG antibodies Infection infection prevalence oversampling PCR Prevalence prevalence of COVID-19 probability survey random remained SARS-CoV-2 Seroprevalence Weighting were infected white widespread with COVID-19 [DOI] 10.1016/j.annepidem.2022.03.002 PMC 바로가기 [Article Type] Article
Antigen Detection Tests for SARS-CoV-2: a systematic review and meta-analysis on real world dataSARS-CoV-2에 대한 항원 탐지 테스트: 실제 데이터에 대한 체계적인 검토 및 메타 분석Meta-Analysis Published on 2022-05-112022-09-11 Journal: Acta bio-medica : Atenei Parmensis [Category] COVID19(2023년), SARS, 치료기술, [키워드] 95%CI Analysis antigen detection antigenic calculated case-control studies Cohort collected cycle cycle threshold detection diagnoses diagnostic diagnostic testing eligible Emergency Evidence exhibited funnel plot funnel plots heterogeneity high viral load majority management Mass screening material Meta-analysis nasopharyngeal specimen oversampling pandemic positive primary care random-effects model Rapid raw data regression analysis reliability reported Reporting bia reporting bias risk RT-qPCR SARS-CoV-2 infections SARS-CoV-2 pandemic screening test searched sensitivity specificity suggested systematic review Test the SARS-CoV-2 Viral load [DOI] 10.23750/abm.v93i2.11031 PMC 바로가기 [Article Type] Meta-Analysis
An explainable machine learning-based clinical decision support system for prediction of gestational diabetes mellitusArticle Published on 2022-01-212022-10-04 Journal: Scientific Reports [Category] 바이오마커, [키워드] Accuracy Antenatal applied assist baseline benefit Biomarker Blood Characteristics clinical decision clinician Computer science Consequences costly explained FIVE gestational diabete Gestational diabetes identify initiated Intervention machine learning algorithm Maternal mother Neonatal obesity oversampling Patient Pregnancy reduce risk Support time-consuming were used women [DOI] 10.1038/s41598-022-05112-2 PMC 바로가기 [Article Type] Article
Machine learning techniques to predict different levels of hospital care of CoVid-19Article Published on 2021-09-102022-10-28 Journal: Applied Intelligence [Category] COVID-19, [키워드] Accuracy addition Admission age and gender applied AUC Care characterized Clinical data clinical history condition Course COVID-19 demographic variable diagnosed disease distribution feature Feature selection Features hospital Hospital admission ICU ICU admission ICU admissions identify intensive care machine machine learning oversampling Patient predict problems Research Spain Supervised classification variable variables was used [DOI] 10.1007/s10489-021-02743-2 PMC 바로가기 [Article Type] Article
Research on Influencing Factors and Classification of Patients With Mild and Severe COVID-19 SymptomsCellular and Infection Microbiology Published on 2021-08-182022-10-31 Journal: Frontiers in Cellular and Infection Microbiology [Category] COVID-19, MERS, SARS, [키워드] Admission age analyzed average can be used categories changes in city classification clinical characteristic Clinical characteristics clinical symptom Clinical symptoms Cluster complement condition conducted cough COVID-19 COVID-19 cases COVID-19 patient COVID-19 severity D-dimer determine diabete diarrhea Dyspnea Epidemic epidemiological history Factor fatigue females Fever headache Hospital admission Hospital stay hypertension identify illness onset independent predictor indicate Infection infections information Laboratory Laboratory testing laboratory-confirmed Lasso-Logistic regression leukopenia Logistic regression lymphocyte Lymphocyte count lymphopenia male median Mild mild and severe mild illness mild patient mild patients neutrophil Ninth NLR non-specific objective Older other diseases oversampling parameter Patient patients patients with COVID-19 phosphate phosphocreatine predicted procalcitonin random Random forest Research Result Retrospective study Risk factors selected Severe COVID-19 Infection Severe patient severe patients severity severity of COVID-19 significantly subject Symptom the disease the patient Treatment underlying disease variable vomiting [DOI] 10.3389/fcimb.2021.670823 PMC 바로가기 [Article Type] Cellular and Infection Microbiology
COVID-19 cough classification using machine learning and global smartphone recordingsResearch article Published on 2021-08-012022-10-05 Journal: Computers in biology and medicine [Category] 유전자 메커니즘, [키워드] addressed approach AUC Classifier CNN convolutional neural network (CNN) cough Cough classification coughs COVID-19 COVID-19 negative dataset evaluate exhibited feature healthy healthy subjects identify include K-nearest neighbour (KNN) Laboratory limit Logistic regression Logistic regression (LR) long short-term memory (LSTM) machine learning memory Multilayer perceptron (MLP) oversampling positive recorded reduce ResNet50 ROC Curve SARS-CoV Self-isolation Seven SFS South Africa subject Support Support vector machine (SVM) SVM the healthy Transmission was collected was used [DOI] 10.1016/j.compbiomed.2021.104572 [Article Type] Research article
An ensemble learning approach to digital corona virus preliminary screening from cough sounds기침 소리로부터 디지털 코로나 바이러스 예비 선별에 대한 앙상블 학습 접근법Article Published on 2021-07-282022-09-10 Journal: Scientific Reports [Category] SARS, 치료기술, [키워드] Accuracy analyses approach Classifier CNN Convolutional neural network cough coughs COVID-19 COVID-19 sample COVID-19 samples dataset demonstrated develop distribution experiment healthy machine learning network Neural open oversampling Population screening recall receiver operating characteristics robust segment Segmentation splitting virus [DOI] 10.1038/s41598-021-95042-2 PMC 바로가기 [Article Type] Article
The impact of theory-based messages on COVID-19 vaccination intentions: a structured summary of a study protocol for a randomised controlled trial이론 기반 메시지가 COVID-19 백신 접종 의도에 미치는 영향: 무작위 대조 시험을 위한 연구 프로토콜의 구조화된 요약Letter Published on 2021-04-292022-09-10 Journal: Trials [Category] MERS, 임상, [키워드] 1:1 allocation approach automatically blinded Blinding comparator Contact contact with COVID-19 COVID-19 illness COVID-19 vaccination COVID-19 vaccine creating dissemination element ethnic group exposure to Follow-up Gender hypothesised illness beliefs Image individual individually randomised information initiate Intention Intervention investigator investigators messaging minute Necessity-Concerns Framework number objective online survey software outcome oversampling pandemic participant Participants performed post-intervention proportion Prospective protocol randomised randomised controlled trial receive reported Sample size secondary Secondary outcomes Side effect Side effects status Study protocol supplementary material treatment beliefs Trial Trial registration two group two groups Two-arm uptake vaccination vaccination against COVID-19 vaccination intention Vaccine vaccine for COVID-19 Vaccine hesitancy variable website [DOI] 10.1186/s13063-021-05277-7 PMC 바로가기 [Article Type] Letter
Access and enrollment in safety net programs in the wake of COVID-19: A national cross-sectional surveyResearch Article Published on 2020-10-062022-10-28 Journal: PLoS ONE [Category] COVID-19, MERS, SARS, [키워드] access added age Analysis applied calculated COVID-19 COVID-19 pandemic cross-sectional cross-sectional survey disparate economic devastation employment enrolled Enrollment Health identify Impact increase individual individuals individuals with COVID-19 Medicaid National oversampling pandemic question reduced reduction robust Seven significantly more [DOI] 10.1371/journal.pone.0240080 PMC 바로가기 [Article Type] Research Article