Long-term forecasts of the COVID-19 epidemic: a dangerous ideaShort Communication Published on 2020-08-262022-10-28 Journal: Revista da Sociedade Brasileira de Medicina Tropic [Category] COVID-19, MERS, SARS, [키워드] coronavirus disease Course COVID-19 COVID-19 case COVID-19 epidemic COVID-19 pandemic dependent on Epidemiology Forecasting mathematical mathematical model potential limitation predicted prediction Predictive statistical models the epidemic was used [DOI] 10.1590/0037-8682-0481-2020 PMC 바로가기 [Article Type] Short Communication
Prognostic Modeling of COVID-19 Using Artificial Intelligence in the United Kingdom: Model Development and ValidationOriginal Paper Published on 2020-08-252022-10-30 Journal: Journal of Medical Internet Research [Category] COVID-19, MERS, [키워드] 95% CI Accuracy acute respiratory syndrome adaptive Analysis ANN approach artificial artificial intelligence characteristic Clinical management Comorbidities coronavirus COVID-19 deep learning demographics development Fatality rate feature hospital Hospital admission intelligence machine learning Model modeling Mortality mortality risk Negative predictive value Neural network objective outbreak outcome pandemic Patient polymerase chain positive Positive predictive value predict predicted prediction predictor presenting symptom prognostic prognostic model public health emergency Result reverse transcription RT-PCR SARS-CoV-2 scoring system sensitivity smoking specificity United Kingdom utility validation [DOI] 10.2196/20259 PMC 바로가기 [Article Type] Original Paper
COVID-19 in India: Statewise Analysis and PredictionOriginal Paper Published on 2020-08-122022-10-31 Journal: JMIR Public Health and Surveillance [Category] COVID-19, MERS, [키워드] 30-day prediction Care coronavirus disease country Coverage COVID-19 COVID-19 pandemic daily infection rate data-driven disease modeling exponential model function Government growth Gujarat Health help India infecting Infection infection rate Jammu and Kashmir lockdown Logistic Logistic model maintain media moderate MOST number of infected objective pandemic predict predicted prediction preventive measure R 2 Research resources Result SIS model Spread spread to state the disease West Wuhan Wuhan, China [DOI] 10.2196/20341 PMC 바로가기 [Article Type] Original Paper
Prediction of the COVID-19 spread in African countries and implications for prevention and control: A case study in South Africa, Egypt, Algeria, Nigeria, Senegal and KenyaArticle Published on 2020-08-102023-07-14 Journal: The Science of the total environment [Category] SARS, [키워드] Africa COVID-19 Parameter estimation prediction scenario analysis SEIR [DOI] 10.1016/j.scitotenv.2020.138959 PMC 바로가기
Computational predicting the human infectivity of H7N9 influenza viruses isolated from avian hostsOriginal Article Published on 2020-08-082023-05-31 Journal: Transboundary and emerging diseases [Category] 조류인플루엔자, [키워드] class weight‐biased logistic regression H7N9 influenza virus human infectivity prediction viral genome [DOI] 10.1111/tbed.13750 PMC 바로가기 [Article Type] Original Article
Prediction for the spread of COVID-19 in India and effectiveness of preventive measuresArticle Published on 2020-08-012023-07-14 Journal: The Science of the total environment [Category] SARS, [키워드] COVID-19 curve fitting LSTM prediction Recurrent neural network. [DOI] 10.1016/j.scitotenv.2020.138762 PMC 바로가기
Notes From the Field: Use of Emergency Medical Service Data to Augment COVID-19 Public Health Surveillance in Montgomery County, Maryland, From March to June 2020Viewpoint Published on 2020-07-312022-10-31 Journal: JMIR Public Health and Surveillance [Category] COVID-19, [키워드] 95% CI added average coronavirus disease correlation COVID-19 Emergency emergency medical service EMS ENhance health department hospital Hospitalization IMPROVE Metrics oxygen saturation Patient Positive test predict prediction Public public health pulse oximetry resource SARS-CoV-2 service Spearman Surveillance Testing [DOI] 10.2196/22331 PMC 바로가기 [Article Type] Viewpoint
Regional Infoveillance of COVID-19 Case Rates: Analysis of Search-Engine Query PatternsOriginal Paper Published on 2020-07-302022-10-30 Journal: Journal of Medical Internet Research [Category] COVID-19, SARS, [키워드] 95% CI changes in coronavirus disease correlated COVID-19 COVID-19 case Epidemiology Google Google Trends help Infectious disease infoveillance intensity Internet internet activity investigated IQR Local median medical resource National New York objective offset outbreak Outbreaks pattern Pearson correlation Population predict prediction public health Regional Result significance level Surveillance The United States time trend [DOI] 10.2196/19483 PMC 바로가기 [Article Type] Original Paper
Prediction model and risk scores of ICU admission and mortality in COVID-19COVID-19에서 중환자실 입원 및 사망률의 예측 모델 및 위험 점수Research Article Published on 2020-07-302022-08-13 Journal: PLoS ONE [Category] COVID-19, Medicine and Health Sciences, MERS, SARS, [키워드] Accuracy Admission age Analysis AUC Cardiopulmonary characteristic chronic obstructive chronic obstructive pulmonary disease Clinical characteristics clinical variable Comorbidities Comorbidity COVID-19 COVID-19 patients dataset death demographics develop evaluated heart failure heart rate hospitalized patient ICU ICU admission identify independent initial intensive care intensive care unit Laboratory test Laboratory tests laboratory-confirmed Laboratory-confirmed COVID-19 Lactate lactate dehydrogenase Logistic regression lymphocyte Lymphocyte count medical record medical records Mortality mortality group obstructive pulmonary disease outcome outcomes oxygen oxygen saturation performance performed physician predict predicted prediction Primary outcomes procalcitonin pulmonary disease pulse receiver operating characteristic retrospective retrospective review risk risk score Risk scores ROC selected significant variable smoking splitting variables was used with COVID-19 [DOI] 10.1371/journal.pone.0236618 PMC 바로가기 [Article Type] Research Article
Belief in a COVID-19 Conspiracy Theory as a Predictor of Mental Health and Well-Being of Health Care Workers in Ecuador: Cross-Sectional Survey StudyOriginal Paper Published on 2020-07-212022-10-31 Journal: JMIR Public Health and Surveillance [Category] COVID-19, SARS, [키워드] 2019-nCoV active site analyzed Anxiety association belief conducted conspiracy coronavirus coronavirus disease COVID-19 COVID-19 pandemic disorder dissemination distress Ecuador Evidence groups Health care worker health care workers help identify investigated lab Latin America Linear regression Logistic regression mental health mental health service objective pandemic prediction psychiatric identification Psychological distress Result Satisfaction social media social media platform survey theory virus Well-being worker [DOI] 10.2196/20737 PMC 바로가기 [Article Type] Original Paper