An Artificial Intelligence Model to Predict the Mortality of COVID-19 Patients at Hospital Admission Time Using Routine Blood Samples: Development and Validation of an Ensemble ModelOriginal Paper Published on 2020-12-232022-10-30 Journal: Journal of Medical Internet Research [Category] COVID-19, MERS, SARS, [키워드] accompanied Accuracy acute respiratory distress adopted age and gender applied approach artificial artificial intelligence Biomarker Blood blood sample Blood samples Care COVID-19 COVID-19 patient data sets database death development faster Health help Hospital admission IMPROVE in-hospital mortality information intelligence Korean Laboratory results Model Mortality mortality prediction mortality rate multiple organ failure objective outcomes overcome Patient patient data predict provided random Result routine selected sensitivity specificity Spread thought time validation Wuhan, China [DOI] 10.2196/25442 PMC 바로가기 [Article Type] Original Paper
Association between ABO blood groups and susceptibility to COVID-19: profile of age and gender in Iraqi patientsResearch Published on 2020-12-172022-11-01 Journal: The Egyptian Journal of Medical Human Genetics [Category] COVID-19, [키워드] 95% confidence interval ABO ABO blood groups age age and gender Analysis Area blood donor Blood Group case-control study contrary Control control group controls Coronavirus disease 2019 coronavirus RNA COVID-19 demonstrated diagnosed elevated Evolution female Frequency Gender group Hospitalized increased risk indicated Infection Logistic regression analysis male males nasal swab no significant difference Odds ratio Patient patients Predictive Probability receiver operating characteristic regression analysis Result significantly susceptibility was increased was performed [DOI] 10.1186/s43042-020-00115-y PMC 바로가기 [Article Type] Research
Patient Flow Dynamics in Hospital Systems During Times of COVID-19: Cox Proportional Hazard Regression AnalysisPublic Health Published on 2020-12-082022-10-31 Journal: Frontiers in Public Health [Category] COVID-19, MERS, [키워드] age age and gender Analysis average carried college COVID-19 COVID-19 patient Cox model cox proportion hazards models death Dynamics Effect enrolled estimate evaluated evidence based decision making Fatality rate Flow groups hazard hospital Hospital admission Hospital Beds hospital discharge hospital management Hospital stay India IQR median mortality rate no effect no significant difference no significant effect parameter Patient public health Regression regression analysis retrospective cohort study second SMS starting point survival survival curve survival rate System time [DOI] 10.3389/fpubh.2020.585850 PMC 바로가기 [Article Type] Public Health
Association between biomarkers and COVID-19 severity and mortality: a nationwide Danish cohort study바이오마커와 COVID-19 심각도 및 사망률 사이의 연관성: 덴마크 전국 코호트 연구Article Published on 2020-12-022022-09-11 Journal: BMJ Open [Category] MERS, SARS, 바이오마커, [키워드] adjusted Admission adult intensive & age and gender Analysis association baseline level baseline levels Biochemistry Biomarker Biomarkers Bootstrapping C reactive protein cohort study Composite composite endpoint COVID-19 severity Critical Critical care CRP D-dimer death Denmark died Diseases EGFR elevated evaluate filtration rates general medicine (see internal medicine) glomerular filtration rate hospital ICU Infectious diseases Intensive intensive care intensive care unit internal medicine leucocyte leucocytes median age National normal outcome Patient patients with COVID-19 procalcitonin registry data retrospective cohort study risk significantly higher troponin urea ureas with COVID-19 [DOI] 10.1136/bmjopen-2020-041295 PMC 바로가기 [Article Type] Article
Comparing the impact of Hydroxychloroquine based regimens and standard treatment on COVID-19 patient outcomes: A retrospective cohort studyResearch article Published on 2020-12-012022-10-05 Journal: Saudi Pharmaceutical Journal : SPJ [Category] 치료법, [키워드] Abdul adjusted Admission age age and gender anti-inflammatory drug Antiviral Aziz cohort study conducted coronavirus disease COVID-19 COVID-19 patient discharge Effectiveness Efficacy eligible evaluate generalized linear regression HCQ hospital Hospital stay Hospitalization Hospitalized Hydroxychloroquine ICU ICU admission inclusion criteria investigated knowledge laboratory-confirmed Length less Logistic regression Lopinavir/ritonavir mechanical ventilation Mild Ministry of Health moderate no significant difference observational study outcome outcomes Patient patients with COVID-19 previous study Prince protocols RCT regimen regression analysis Result retrospective cohort study Saudi Arabia standard care standard treatment treated Treatment treatment for COVID-19 two group variables [DOI] 10.1016/j.jsps.2020.09.019 [Article Type] Research article
Evidence for treatment with estradiol for women with SARS-CoV-2 infectionResearch Article Published on 2020-11-252022-10-28 Journal: BMC Medicine [Category] COVID-19, SARS, [키워드] 95% CI ACE2 acute respiratory syndrome administration age age and gender Analysis analyzed both sexes cellular entry changed coronavirus coronavirus disease COVID-19 COVID-19 cohort COVID-19 patient death Effect effective Electronic health record estradiol estradiol therapy expression Factor fatality Fatality rate female hazard ratio Hormone treatment human Angiotensin-converting enzyme incidence Infection influence International Kaplan-Meier survival curve men outcomes pre-menopausal women Predictive Primary outcome propensity score matching Prospective Study protective role Protein receiving reduced Result Retrospective study risk risk of COVID-19 risk of infection SARS-CoV-2 SARS-COV-2 infection Sex significantly higher sub-cohort supplementary material susceptibility therapeutic therapy Treatment was performed while women [DOI] 10.1186/s12916-020-01851-z PMC 바로가기 [Article Type] Research Article
Risk and Protective Factors in the COVID-19 Pandemic: A Rapid Evidence MapPublic Health Published on 2020-11-242022-10-31 Journal: Frontiers in Public Health [Category] COVID-19, MERS, [키워드] Abstract affected age and gender Analysis applied benefit children Comorbidity COVID-19 COVID-19 susceptibility demographic disease susceptibility Evidence Factor Factors generate healthcare identify include inclusion criteria knowledge literature screening male Map MOST novel Older outcome outcomes pandemic pregnant women PROTECT Protective protective factor Protective factors protocol Racial Rapid rapid evidence mapping recall reported Research risk Risk factors Spread susceptibility susceptible systematic review was used [DOI] 10.3389/fpubh.2020.582205 PMC 바로가기 [Article Type] Public Health
Predictive modeling of COVID-19 death cases in PakistanSpecial issue on Modelling and Forecasting the 2019 Novel Coronavirus (2019-nCoV) Transmission Published on 2020-11-072022-10-30 Journal: Infectious Disease Modelling [Category] COVID-19, [키워드] 2019-nCoV Acute respiratory infection age and gender AIC BIC coronavirus COVID-19 death death case decrease disease Epidemic flat Health include indicate Model selection criteria modelling Mortality objective Pain predict public health R 2 regression models statistical model the disease was obtained [DOI] 10.1016/j.idm.2020.10.011 PMC 바로가기 [Article Type] Special issue on Modelling and Forecasting the 2019 Novel Coronavirus (2019-nCoV) Transmission
Concerns and Misconceptions About the Australian Government’s COVIDSafe App: Cross-Sectional Survey StudyOriginal Paper Published on 2020-11-042022-10-31 Journal: JMIR Public Health and Surveillance [Category] Coronavirus, SARS, [키워드] addition age and gender Australian Care concern conducted Contact tracing COVID-19 COVIDSafe declined dependent on digital tracing app downloaded effective Efficiency Government Health knowledge National objective Other participant Participants participated Policy potential participant provide public health public health measure quota resource response Result social distancing survey tested Transmission understanding were excluded widespread [DOI] 10.2196/23081 PMC 바로가기 [Article Type] Original Paper
The associations between fasting plasma glucose levels and mortality of COVID-19 in patients without diabetesClinical Trial Published on 2020-11-012022-10-05 Journal: Diabetes research and clinical practice [Category] SARS, 임상, [키워드] acute respiratory distress age and gender association C-reactive protein cardiac function chronic pulmonary diseases clinical feature collected Comorbidities confidential interval Coronavirus disease 2019 country COVID-19 COVID-19 in patient CRP CRP level death diabete diabetes Glucose higher risk hypertension IL-6 IL-8 kidney laboratory parameter liver Lymphocyte count lymphocyte counts medical condition Mortality multiple organ dysfunction non-survivor Odds ratio Patient patients PCT performed plasma Plasma glucose. Pneumonia procalcitonin retrospective risk of death Septic shock Severe infection significantly single-center study survivor Survivors syndrome TNF-α Tongji Hospital tumor necrosis factor-α [DOI] 10.1016/j.diabres.2020.108448 PMC 바로가기 [Article Type] Clinical Trial