Early Detection of SARS-CoV-2 Epidemic Waves: Lessons from the Syndromic Surveillance in Lombardy, ItalyArticle Published on 2022-09-282022-11-15 Journal: International Journal of Environmental Research an [Category] SARS, 치료기술, [키워드] alarm ARIMA average coded detect detection diagnoses Early detection emergency department evaluated EWMA models Frequency Health Italy lesson Local lombardy Occurrence outlier pandemic predictor Regression model respiratory symptom respiratory symptoms SARS-CoV-2 SARS-CoV-2 epidemic SARS-CoV-2 infections Surveillance syndrome Syndromic surveillance. [DOI] 10.3390/ijerph191912375 PMC 바로가기
The disturbance of urban mobility in the context of COVID-19 pandemicShort communication Published on 2022-09-012022-10-05 Journal: Cities [Category] 변종, 치료기술, [키워드] approach build change changes in COVID-19 COVID-19 cases COVID-19 effects COVID-19 pandemic Decline Epidemics Europe Frequency indicated Intercity mobility International mobility Kernel-based method New New York outbreak Outbreaks outlier outliers pandemic raised resulting SCR Time series pattern detection timelines Travel variations [DOI] 10.1016/j.cities.2022.103821 [Article Type] Short communication
Expecting individuals’ body reaction to Covid-19 based on statistical Naïve Bayes techniqueResearch article Published on 2022-08-012022-10-05 Journal: Sensors (Basel, Switzerland) [Category] 변종, [키워드] Accuracy affected average binary classification Classifier collected competing complications compose COVID-19 dataset diagnosing drastic Efficiency expectation feature Fisher Gray hybrid Improved include Infection introduced mutated virus Naïve Bayes occur optimization outlier outperform phase Precaution Precision predict prediction provide Prudential Expectation reached recall rejection routine blood test score selected Selection statistical Strategy subset training data virus Wolf Wrapper [DOI] 10.1016/j.patcog.2022.108693 [Article Type] Research article
Multi-attention representation network partial domain adaptation for COVID-19 diagnosisResearch article Published on 2022-08-012022-10-05 Journal: Applied Soft Computing [Category] 진단, 치료기술, [키워드] Accuracy Adversarial learning approach complex Confusion COVID-19 COVID-19 diagnosis dataset Diagnosis diagnosis of COVID-19 distribution domain effective evaluate experiments feature increase information knowledge Local Multi-attention representation network outbreak outlier overcome Partial domain adaptation Patient Pneumonia Prevent Quantitative Rapid reduce reliability resource spread of COVID-19 stability training data transfer transfer learning [DOI] 10.1016/j.asoc.2022.109205 [Article Type] Research article
Clinical Characteristics of COVID-19: Use of Steroids in Mostly Unvaccinated COVID-19 Patients Before the Omicron VariantCOVID-19의 임상적 특징: Omicron 변이 이전에 대부분 백신을 접종하지 않은 COVID-19 환자에서 스테로이드 사용Article Published on 2022-07-252022-09-11 Journal: Journal of Korean medical science [Category] COVID19(2023년), SARS, 변종, [키워드] 95% CI 95% confidence interval adjusted odds ratio allergy Antibiotics Chain Reaction clinical Clinical data collected Comorbidities Comorbidity concomitant use coronavirus disease Coronavirus disease 2019 COVID-19 COVID-19 patients demographic Demographic and clinical data described diagnosed with COVID-19 dose electronic medical records enrolled Factor Glucocorticoids groups help high risk hospital independent risk factor independent risk factors Infectious disease initial investigated Lactate lactate dehydrogenase LDH lower dose lymphopenia medication medications moderate moderate to severe Mortality Multivariate analysis omicron Ordinal Scale outlier outliers oxygen Oxygen therapy patients polymerase chain reaction proportion real-time reverse transcription-polymerase chain reaction RECOVERY trial Remdesivir Reverse transcription-polymerase chain reaction risk SARS-CoV-2 scale severe coronavirus disease severity steroid steroid use Steroid. Steroids subject surrogate markers therapy treated Treatment use of steroids were measured [DOI] 10.3346/jkms.2022.37.e228 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
Factors associated with, and variations in, COVID-19 hospital death rates in England’s first two waves: observational studyObservational Study Published on 2022-06-302022-10-04 Journal: BMJ Open [Category] 임상, [키워드] accounted adjusted Admission adult intensive & Care Comorbidities correlation COVID-19 COVID-19 admission Critical Critical care death death rate death rates diagnosis of COVID-19 England Factor Factors Health hospital Hospital Episode Statistics hypertension Intensive Length limits median moderate mortality rate obesity observational study Odds ratio outlier Patient peaked predictor Quality quality in health care. random second wave significantly variable Variation Wave [DOI] 10.1136/bmjopen-2021-060251 PMC 바로가기 [Article Type] Observational Study
ClusTRace, a bioinformatic pipeline for analyzing clusters in virus phylogenies바이러스 계통발생의 클러스터를 분석하기 위한 생물정보학 파이프라인인 ClusTRaceArticle Published on 2022-05-282022-09-11 Journal: BMC Bioinformatics [Category] COVID19(2023년), SARS, 변종, 치료기술, [키워드] accumulation aligning Analysis bioinformatic analysis clade clades Cluster cluster analysis complex coronavirus disease Coronavirus disease 2019 COVID-19 COVID-19 transmission cut down Early detection effective effort etiologic agent feature growth in-depth analysis Lineage marker mutations offer outlier Phylogenetic analysis Phylogenetic tree phylogenies Phylogeny provide public health raising Reporting SARS-CoV-2 sequence significantly super-spreading event super-spreading events Treatment treatment of COVID-19 variant Variant calling variants of SARS-CoV-2 virus virus. Visualization [DOI] 10.1186/s12859-022-04709-8 PMC 바로가기 [Article Type] Article
Discovery of new drug indications for COVID-19: A drug repurposing approachCOVID-19에 대한 신약 적응증의 발견: 약물 용도 변경 접근Article Published on 2022-05-242022-09-11 Journal: PLoS ONE [Category] COVID19(2023년), SARS, 신약개발, 진단, 치료제, [키워드] addition adopted Analysis anti-SARS-CoV-2 antiviral activity approach approved Baricitinib benefit binding energy calculated candidate drugs carried caused Cluster cluster analysis Clustering Combination Compound coronavirus demonstrated Dexamethasone docking result docking results docking study Doxorubicin drug drugs effective embedding Final generate generic drugs Health help in-silico In-vitro indication Interaction likelihood measure optics Ordering outbreak outlier performed Point PubChem public health Remdesivir Research Safety measures SARS-CoV-2 similarity stochastic Structure suggested Symptom Target genes therapy unique utility [DOI] 10.1371/journal.pone.0267095 PMC 바로가기 [Article Type] Article
Assessing the role of imported cases on the establishment of SARS-CoV-2 Delta variant of concern in Bolton, UK영국 볼튼에서 우려의 SARS-CoV-2 Delta 변종 설정에 대한 수입 사례의 역할 평가Article Published on 2022-05-122022-09-11 Journal: Epidemiology and Infection [Category] COVID19(2023년), SARS, 변종, [키워드] Artificial neural network Assessing B.1.617.2 community transmission correlation COVID-19 COVID-19 case Delta delta variant demographic data described highest incursion independent independent of India Infectious disease inherent involved Lineage Local Mathematical modelling Mathematical Modelling. outbreak outlier positive Region SARS-CoV-2 SARS-CoV-2 variant secondary transmission SEIR sequenced Sequencing Transmission Transmission model [DOI] 10.1017/S0950268821002776 PMC 바로가기 [Article Type] Article