A stochastic inventory model of COVID-19 and robust, real-time identification of carriers at large and infection rate via asymptotic lawsResearch article Published on 2023-01-012022-10-05 Journal: European Journal of Operational Research [Category] 변종, [키워드] affecting Asymptomatic asymptotic Care carrier COVID-19 COVID-19 incidence COVID-19 pandemic Critical data-driven deaths distribution Epidemic modeling Evolution fraction Health incidence infection rate Little's law management manifested Measures National Operations management under uncertainty OR in health services Outbreaks Patient Perspective profiles provide random Randomly reconstructed robust scaled Spread symptomatic carrier the disease the mean the SARS-CoV-2 trajectory variable variables [DOI] 10.1016/j.ejor.2021.12.037 [Article Type] Research article
Data driven health monitoring of Peltier modules using machine-learning-methodsArticle Published on 2022-10-012022-11-16 Journal: Slas Technology [Category] 치료기술, [키워드] classical component condition Condition monitoring cooling COVID-19 pandemic data-driven database detect Diagnosis Germany Health health monitoring Heating Industrial information PCR Peltier modules polymerase chain Polymerase-chain-reaction runs predict Predictive Predictive maintenance producing reduce Research Supervised machine learning. thermal virus were used [DOI] 10.1016/j.slast.2022.07.002 PMC 바로가기
Methods for early characterisation of the severity and dynamics of SARS-CoV-2 variants: a population-based time series analysis in South AfricaArticle Published on 2022-10-012022-11-16 Journal: The Lancet. Microbe [Category] COVID19(2023년), SARS, 변종, [키워드] African age agency aggregate analyses Analysis assessment calculate case ascertainment characterisation Characteristics correlation coefficient COVID-19 data-driven death dependent on develop disease severity Effect epidemic wave epidemiological estimate fluctuation Government Hospital admission hospitalisation hospitalisations individual information interval laboratory data Metrics Older Omicron variant pathogen Population provide public health Public health responses reduced reduction in resource responses robust SARS-CoV-2 severity South South Africa Spread surveillance data variant VoC VOCs [DOI] 10.1016/S2666-5247(22)00182-3 PMC 바로가기
MicrobiomeCensus estimates human population sizes from wastewater samples based on inter-individual variability in gut microbiomesArticle Published on 2022-09-232022-11-16 Journal: PLoS Computational Biology [Category] 변종, [키워드] Algorithm approach comparison COVID-19 pandemic data-driven deviation distribution ecological estimate exhibited fraction Gut Health status Host human disease inter-individual Interpretation likelihood mathematical means metagenome Microbiome New populations Prevalence provide provided public health real time Research Sample size shown Variability variant [DOI] 10.1371/journal.pcbi.1010472 PMC 바로가기
Methodology to estimate natural- and vaccine-induced antibodies to SARS-CoV-2 in a large geographic regionArticle Published on 2022-09-092022-11-15 Journal: PLoS ONE [Category] SARS, 진단, [키워드] 95% CI antibody approach blood draw collected conducted COVID-19 case data-driven defined estimate Factors immune response methodology natural infection Older pandemic parameter participant Reproduction number SARS-CoV-2 serological data serological survey statistical vaccination vaccine-induced antibody [DOI] 10.1371/journal.pone.0273694 PMC 바로가기
Right dose, right now: bedside, real-time, data-driven, and personalised antibiotic dosing in critically ill patients with sepsis or septic shock-a two-centre randomised clinical trialRandomized Controlled Trial Published on 2022-09-052022-10-05 Journal: Critical Care [Category] 임상, [키워드] Acute kidney injury Adequate Adult patient antibiotic Antibiotics clinical Clinical decision support clinical trial control group COVID-19 pandemic Critically ill patient critically ill patients data-driven dose Efficacy eligible Endpoint EudraCT European evaluate faster feasibility feasible for inclusion ICU implementation IMPROVE incidence Inclusion increased mortality Infection intervention group Lactate Mortality Netherland not significantly different outcome patients personalised pharmacokinetic pharmacokinetics Primary outcome randomisation randomised Registered renal right Safe Sepsis Septic shock significantly Support Therapeutic Drug Monitoring Therapeutic drug monitoring. Trial was obtained [DOI] 10.1186/s13054-022-04098-7 PMC 바로가기 [Article Type] Randomized Controlled Trial
Policy-driven mathematical modeling for COVID-19 pandemic response in the PhilippinesResearch article Published on 2022-09-012022-10-05 Journal: Epidemics [Category] 치료기술, [키워드] Analysis applied approach Community compartmental model contributed correlated COVID-19 COVID-19 pandemic data-driven disease Disease surveillance effort epidemiological flexible Government Healthcare system implementation improvement mathematical Model National outcome pandemic Philippines platform Policy predict public health quarantine question response spread of COVID-19 Stage subsequent toolkit trajectory [DOI] 10.1016/j.epidem.2022.100599 [Article Type] Research article
Designing isolation guidelines for COVID-19 patients with rapid antigen tests신속한 항원 검사로 코로나19 환자 격리 지침 설계Article Published on 2022-08-202022-09-11 Journal: Nature Communications [Category] SARS, 치료기술, 치료법, [키워드] adopted Appropriate COVID-19 patient COVID-19 patients data-driven Detection limit determine develop fixed in viral infectious Isolation Lateral flow tests Patient patients rapid antigen test Rapid antigen tests risk threshold threshold value Variability viral dynamics [DOI] 10.1038/s41467-022-32663-9 PMC 바로가기 [Article Type] Article
Global influenza surveillance systems to detect the spread of influenza-negative influenza-like illness during the COVID-19 pandemic: Time series outlier analyses from 2015-2020COVID-19 전염병 동안 인플루엔자 음성 인플루엔자 유사 질병의 확산을 감지하기 위한 글로벌 인플루엔자 감시 시스템: 2015-2020년의 시계열 이상치 분석Article Published on 2022-07-192022-09-11 Journal: PLoS Medicine [Category] COVID19(2023년), SARS, 치료기술, [키워드] Analysis analysis analyzed ARIMA automated average baseline changes in Completeness country COVID-19 COVID-19 case COVID-19 pandemic data-driven detect disease emerging disease evaluate exceeded first positive Health Organization highest identify ILI Influenza interpolation limitation linear linear interpolation Missing data moving average National observation occurred Outbreaks outlier outliers pathogen performed Poland positive primary analysis reported response SARS-CoV-2 SARS-CoV-2 positivity sensitivity analysis Spain Spread spread of COVID-19 Standard deviation Surveillance surveillance data surveillance network System time training data used data World Health Organization [DOI] 10.1371/journal.pmed.1004035 PMC 바로가기 [Article Type] Article
Identifying and characterising sources of variability in digital outcome measures in Parkinson’s disease Research Published on 2022-07-152022-10-05 Journal: NPJ Digital Medicine [Category] 바이오마커, [키워드] assist change characterising concept Context data-driven detect Digital effective identify identifying interest introduced mitigate outcome measure Parkinson’s disease Regulatory Research Smartphone technology Variability [DOI] 10.1038/s41746-022-00643-4 [Article Type] Research