Bike-Sharing Demand Prediction at Community Level under COVID-19 Using Deep Learning딥러닝을 활용한 COVID-19 상황에서 커뮤니티 수준의 자전거 공유 수요 예측Article Published on 2022-01-292022-09-10 Journal: Sensors (Basel, Switzerland) [Category] SARS, 치료기술, [키워드] Accuracy addition adopted approach ARIMA bike-sharing Community community detection conditions COVID-19 COVID-19 pandemic deep deep learning Demand feature Features four group four groups highest identify IMPROVE learning Level Louvain algorithm LSTM management Montreal predict prediction provide question Result selected short-term prediction significantly Support timespan Travel variable variables [DOI] 10.3390/s22031060 PMC 바로가기 [Article Type] Article
Interim analysis of a multicenter registry study of COVID-19 patients with inflammatory bowel disease in Japan (J-COSMOS)Observational Study Published on 2022-01-282022-10-04 Journal: Journal of Gastroenterology [Category] MERS, SARS, 임상, [키워드] age Analysis analyzed Anti-TNF-α antibodies antibodies BMI body mass index Clinical course Cohort conditions coronavirus disease COVID-19 COVID-19 patient COVID-19 severity COVID-19 symptom COVID19 diagnosed with COVID-19 Disease activity had no Health IBD incidence independent risk factor Inflammatory bowel disease Interim Japan Japanese Logistic regression analysis majority multicenter Necrosis nine Older age Patient patients patients with COVID-19 receiving Registered Result SARS-CoV-2 Severe case severity Sex Spread steroid supplementary material the WHO Treatment vaccination with COVID-19 [DOI] 10.1007/s00535-022-01851-1 PMC 바로가기 [Article Type] Observational Study
Staffing and Capacity Planning for SARS-CoV-2 Monoclonal Antibody Infusion Facilities: A Performance Estimation Calculator Based on Discrete-Event SimulationsSARS-CoV-2 단클론항체 주입 시설에 대한 인력 및 용량 계획: 개별 사건 시뮬레이션을 기반으로 한 성능 추정 계산기Public Health Published on 2022-01-282022-09-12 Journal: Frontiers in Public Health [Category] MERS, SARS, 진단, [키워드] addition Analysis approaches Capacity capacity-planning condition conditions Coronavirus disease 2019 (COVID-19) COVID-19 COVID-19 pandemic COVID-19 patient Decision-support tool develop disaster preparedness and response discrete-event simulation effective estimation evaluated experiment Healthcare systems help hospitalizations infusion mAb material monoclonal antibody monoclonal antibody treatment Nurse observation offer pandemic Patient performance performed physical Planning Prevent reduce reducing resource Result SARS-CoV-2 severe disease significantly Simulation staffing Stress Support treat utility were used [DOI] 10.3389/fpubh.2021.770039 PMC 바로가기 [Article Type] Public Health
Emergence of SARS-CoV-2 Variants in the World: How Could This Happen?Review Published on 2022-01-282022-10-29 Journal: International Review of Cell and Molecular Biology [Category] COVID-19, [키워드] analyzed anti-SARS-CoV-2 vaccination B.1.617.2 Characteristics conditions COVID-19 COVID-19 pandemic death rate deaths delta variant described developing countries Diagnosis distribution Effectiveness emergence Epidemiology evaluate Factor Factors favor Genetic Health increase in Infection infection rate information International Lineage literature review molecular omicron outbreak Personal protective equipment Prevent Prognosis reduced regions risk SARS-CoV-2 SARS-CoV-2 variants social determinant social determinants of health Surveillance vaccination variant variants variants of SARS-CoV-2 virus [DOI] 10.3390/life12020194 PMC 바로가기 [Article Type] Review
Clinical Outcome and Underlying Genetic Cause of Functional Terminal Complement Pathway Deficiencies in a Multicenter UK Cohort다기관 영국 코호트에서 기능적 말단 보체 경로 결핍의 임상 결과 및 기본 유전적 원인Multicenter Study Published on 2022-01-272022-09-10 Journal: Journal of Clinical Immunology [Category] 변종, [키워드] affected analysed antigenic Asian Asymptomatic booster cause CFH CFI clinical Clinical course Clinical outcome Cohort complement Complement pathway Concentration conditions Consumption COVID-19 deficiencies deficiency develop diagnosed died Factor H Factor I family history family member genetic etiology Genetic testing Genetic variation genetics Infection infections intensive care investigated laboratory data lack management median age Meningococcal infection one patient pathogenic pathway Patient patients prophylactic antibiotics provided Regulatory Result Screening secondary to septicaemia serotype serum Seven suffered supplementary material terminal Terminal complement pathway the patient treated Two patient two patients Vaccine variants [DOI] 10.1007/s10875-022-01213-9 PMC 바로가기 [Article Type] Multicenter Study
Depression During COVID-19 Quarantine in South Korea: A Propensity Score-Matched AnalysisPublic Health Published on 2022-01-272022-10-31 Journal: Frontiers in Public Health [Category] COVID-19, SARS, [키워드] 95% confidence interval adjusted benefit conditions control group coronavirus disease covariates COVID-19 COVID-19 pandemic defined Depression depressive disorder Depressive symptoms Effects Factors Generalizability Health higher risk increased risk individual Infectious disease Korean Koreans likelihood limitation Logistic regression analysis mental health Outbreaks pandemic Participants PHQ-9 Prevalence Psychological psychological impacts public health measure quarantine Regression model Result Sociodemographic South South Korea survey Symptom were measured while [DOI] 10.3389/fpubh.2021.743625 PMC 바로가기 [Article Type] Public Health
End-to-end system for rapid and sensitive early-detection of SARS-CoV-2 for resource-poor and field-test environments using a $51 lab-in-a-backpack51 달러짜리 실험실 인 실험실을 사용하여 Resource Poor 및 Field-Test 환경을위한 SARS-COV-2의 빠르고 민감한 조기 감지를위한 엔드 투 엔드 시스템Research Article Published on 2022-01-262022-09-10 Journal: PLoS ONE [Category] SARS, 진단, 치료기술, [키워드] administer African Centrifuge conditions country COVAX COVID-19 Culture cultures detect eight Frequency hardware implementation include LAMP less Local Mutation Non-invasive non-invasive test nose PCR penetration probe provided reached Saliva SARS-CoV-2 SARS-CoV-2 vaccine SARS-CoV-2 vaccines Spread Thermometer Viral Viral RNA wiring [DOI] 10.1371/journal.pone.0259886 PMC 바로가기 [Article Type] Research Article
Challenges of Telemonitoring Programs for Complex Chronic Conditions: Randomized Controlled Trial With an Embedded Qualitative StudyRandomized Controlled Trial Published on 2022-01-262022-10-04 Journal: Journal of Medical Internet Research [Category] SARS, 임상, [키워드] Algorithm Analysis analyzed Anxiety Canada Care challenge chronic chronic conditions chronic disease clinical decision Clinical management collected complex component conceive condition conditions Controlled COVID-19 pandemic Depression diabetes Diabetes Mellitus Diagnosis directive evaluate Evidence expressed fluctuation form groups Guidance hcp Health Health Service Health status heart failure hypertension Identifier implementation improvement Interaction Intervention intervention group less management measure mobile phone multiple chronic conditions objective opinion outcome participant Patient physical positive Pragmatic Prevalence Primary outcome Program Qualitative Quality of life questionnaire Randomized Randomized controlled trial recruit recruited Registration report reported required Research Result secondary Secondary outcomes self-care Self-efficacy Self-management Standard of care statistical significance Support survey Telemedicine Telemonitoring tertiary health care Toronto uncontrolled hypertension [DOI] 10.2196/31754 PMC 바로가기 [Article Type] Randomized Controlled Trial
Assessing Inequities in COVID-19 Vaccine Roll-Out Strategy Programs: A Cross-Country Study Using a Machine Learning ApproachArticle Published on 2022-01-262022-10-28 Journal: Vaccines [Category] COVID-19, [키워드] a metric adopted Algorithm anticipated approved Assessing association Community condition conditions conducted Containment measure contributed country COVID-19 COVID-19 pandemic COVID-19 vaccine cross-country analysis distribution doses equity Factor Factors forest global public health Haiti Health hospital identify impacted income individual limit lockdown Logistic machine learning mechanism media Mongolia National pandemic Pandemics promote Psychological Random forest reported restrict social distancing Spread Standard deviation Strategy Structure the mean the median the vaccine Transmission vaccination Vaccine Vaccine hesitancy vaccine roll-out virus [DOI] 10.3390/vaccines10020194 PMC 바로가기 [Article Type] Article
Promoting Sports Engagement during the COVID-19 Pandemic via Virtual Reality GamesResearch Article Published on 2022-01-252022-10-28 Journal: Occupational Therapy International [Category] Coronavirus, SARS, [키워드] change conditions COVID-19 dimension Effectiveness Engagement form Future game Health include objective participant Participants populations positive positive correlation promote Promoting Randomized controlled trial REALITY Result scale significant difference sport was used [DOI] 10.1155/2022/4824152 PMC 바로가기 [Article Type] Research Article