Evaluating the Effect of a COVID-19 Predictive Model to Facilitate Discharge: A Randomized Controlled Trial퇴원을 촉진하기 위한 COVID-19 예측 모델의 효과 평가: 무작위 통제 시험Randomized Controlled Trial Published on 2022-05-012022-09-11 Journal: Applied clinical informatics [Category] COVID19(2023년), SARS, 임상, 치료기술, [키워드] 1:1 adoption Adverse adverse events Algorithm Analysis clinician complex contributed control arm control groups Controlled coronavirus disease Coronavirus disease 2019 COVID-19 COVID-19 pandemic death detectable discharge display displaying Effect EHR Electronic health record Evaluating Factor had no Health health record health system help hospice hospital Hospitalized Identifier identify Intervention intervention effect lack LOS Model one health outcome Patient Predictive primary symptom risk risk score Risk scores routine care Safe secondary study period sustained tested Trial with COVID-19 [DOI] 10.1055/s-0042-1750416 PMC 바로가기 [Article Type] Randomized Controlled Trial
Clinical update on COVID-19 for the emergency clinician: Presentation and evaluation응급의사를 위한 COVID-19 임상 업데이트: 발표 및 평가Review Published on 2022-04-012022-09-11 Journal: The American journal of emergency medicine [Category] COVID19(2023년), SARS, 변종, [키워드] 2019 acute respiratory syndrome acute respiratory syndrome coronavirus acute respiratory syndrome coronavirus 2 assist B.1.1.529 B.1.617.2 cardiovascular caused changes in Chest radiography clinical Clinicians Comorbidities Complication Computed tomography coronavirus coronavirus disease Coronavirus-2019 COVID COVID-19 Critically ill Delta delta variant disease emergency department end-organ Extrapulmonary Fever Gastrointestinal higher infectivity imaging include index infections Injury Lineage mild symptoms morbidity and mortality neurologic NEWS2 Older omicron Omicron variant outcomes pandemic Patient presentation presenting symptoms progressed proportion provide respiratory respiratory symptoms risk score SARS-CoV-2 several variants severe acute respiratory syndrome Coronavirus severe acute respiratory syndrome coronavirus 2 significant increase those with comorbidities Ultrasound upper upper respiratory symptoms variant while [DOI] 10.1016/j.ajem.2022.01.028 PMC 바로가기 [Article Type] Review
Genome-wide analysis provides genetic evidence that ACE2 influences COVID-19 risk and yields risk scores associated with severe disease게놈 전체 분석은 ACE2가 COVID-19 위험에 영향을 미치고 심각한 질병과 관련된 위험 점수를 산출한다는 유전적 증거를 제공합니다Article Published on 2022-04-012022-09-11 Journal: Nature Genetics [Category] COVID19(2023년), SARS, 변종, 유전자 메커니즘, 치료법, [키워드] ACE2 ACE2 expression acute respiratory syndrome acute respiratory syndrome coronavirus allele frequency Analysis angiotensin Angiotensin-converting enzyme angiotensin-converting enzyme 2 association cause clinical factor common variants coronavirus coronavirus disease Coronavirus disease 2019 COVID-19 disease severity downregulate DPP9 enzyme Evidence Genetic Genome-wide association study human host cell human host cells identify IFNAR2 IMPROVE individual influence LZTFL1 MHC minor allele frequency Odds ratio outcome provide reduce replicate reported risk risk score SARS-CoV-2 SARS-COV-2 infection severe acute respiratory syndrome Coronavirus severe acute respiratory syndrome coronavirus 2 severe disease variant variants virus [DOI] 10.1038/s41588-021-01006-7 PMC 바로가기 [Article Type] Article
COVID-19 risk index (CRI): a simple and validated emergency department risk score that predicts mortality and the need for mechanical ventilationArticle Published on 2022-04-012023-07-06 Journal: Journal of Thrombosis and Thrombolysis [Category] COVID19(2023년), [키워드] COVID-19 outcomes Risk factors risk score SARS-CoV-2 [DOI] 10.1007/s11239-021-02565-6 PMC 바로가기
A risk scoring system to predict progression to severe pneumonia in patients with Covid-19Randomized Controlled Trial Published on 2022-03-302022-10-05 Journal: Scientific Reports [Category] 임상, 치료법, [키워드] 95% CI c-statistics calculated Care Cohort coronavirus disease defined high risk hospital identify independent multivariate logistic regression outbreak Patient predict predictor Prevent progression raised randomly divided Rapid resource risk risk score scoring system Sensitivity and specificity severe pneumonia South Korea validation cohort [DOI] 10.1038/s41598-022-07610-9 PMC 바로가기 [Article Type] Randomized Controlled Trial
External validation of the PRIORITY model in predicting COVID-19 critical illness in vaccinated and unvaccinated patientsResearch Note Published on 2022-02-102022-10-04 Journal: Clinical microbiology and infection : the official [Category] COVID19(2023년), MERS, SARS, 변종, [키워드] 95% CI Admission age Analysis characteristic Cohort cohort of patient cohorts collected comparable coronavirus disease COVID-19 Critical cross-sectional Delta Deterioration External female Infection Infectious disease information Laboratory medical record Mortality objective omicron Omicron variant Patient patients Primary outcome Probability radiologic Result risk score SARS-CoV-2 severity Support used to calculate vaccinated individuals vaccination validation cohort variable variant [DOI] 10.1016/j.cmi.2022.01.031 PMC 바로가기 [Article Type] Research Note
Predictors of mortality among hospitalized COVID-19 patients and risk score formulation for prioritizing tertiary care—An experience from South IndiaResearch Article Published on 2022-02-032022-10-28 Journal: PLoS ONE [Category] COVID-19, COVID19(2023년), MERS, SARS, [키워드] adjusted odds ratio Admission age analysed AUC bootstrap Care chain clinical manifestations coefficient collected Comorbidities COVID-19 COVID-19 patient datasets diabetic patient distribution elevated Factor Gender health system highest hospitalised Hospitalized hospitalized COVID-19 patient hypertension lab male management Mortality mortality rate multivariable logistic regression NLR offered Patient care predicted predictor Rate reaction risk risk score RT-PCR south India Univariate analysis urea utilised vital signs [DOI] 10.1371/journal.pone.0263471 PMC 바로가기 [Article Type] Research Article
Seek COVER: using a disease proxy to rapidly develop and validate a personalized risk calculator for COVID-19 outcomes in an international networkResearch Published on 2022-01-302022-10-28 Journal: BMC Medical Research Methodology [Category] COVID-19, Fulltext, SARS, [키워드] age and sex aggregate analyzed AUC calculator calibrated calibration Cancer chronic obstructive cohorts collected country covariate COVID-19 COVID-19 diagnosis COVID-19 patient COVID-19 patients data-driven database death demonstrated develop diabetes disease Diseases electronic medical record Estimated fatality Features flu-like symptom Hospital admission Hospitalization hyperlipidemia hypertension Influenza Intensive International investigated Kidney disease less Logistic regression outcome outcomes pandemic Patient Patient-level prediction modelling patients with influenza Pneumonia predictor pulmonary disease Research Result risk risk score South Korea Spain supplementary material symptom severity tested The United States transferred utility were used [DOI] 10.1186/s12874-022-01505-z PMC 바로가기 [Article Type] Research
The Development and Validation of Simplified Machine Learning Algorithms to Predict Prognosis of Hospitalized Patients With COVID-19: Multicenter, Retrospective StudyOriginal Paper Published on 2022-01-212022-10-30 Journal: Journal of Medical Internet Research [Category] COVID-19, SARS, [키워드] 95% CI acute respiratory distress Admission age albumin Algorithm Analysis approach AUC baseline Blood Blood urea nitrogen Care characteristic Clinical characteristics clinical feature clinical utility clinically cognitive cohort study collected Community covariate COVID-19 COVID-19 pandemic database deaths demonstrated develop development diagnosed diastolic discriminatory power disease severity disorder EHR evaluate groups Health help high accuracy High-risk patients Hospital admission Hospitalized ICU ICU admissions in-hospital mortality intensive care machine learning machine learning algorithm mechanical ventilator mechanically ventilated multicenter objective offer pandemic Patient patients patients with COVID-19 performed physician positive predict Predictive predictive algorithm predictor produced prognostic prognostic model provide pulse Randomly resource resources Respiratory failure Result risk factor risk score SARS-CoV-2 second wave sensitivity specificity stroke study cohort syndrome temperature tested The United States thresholds utility validation with COVID-19 [DOI] 10.2196/31549 PMC 바로가기 [Article Type] Original Paper
A Method for Cheating Indication in Unproctored On-Line Exams감독된 온라인 시험의 부정 행위 표시 방법Article Published on 2022-01-152022-09-10 Journal: Sensors (Basel, Switzerland) [Category] SARS, 치료기술, [키워드] age Analysis assessment assessments automatically can be used cheating courses COVID-19 detect e-learning end device exam example Final groups immune indicated indication IP address knowledge life location lockdown Moodle network risk risk score Risk scores student universities [DOI] 10.3390/s22020654 PMC 바로가기 [Article Type] Article