Body Temperature Monitoring for Regular COVID-19 Prevention Based on Human Daily Activity Recognition인간의 일상 활동 인식을 기반으로 한 정기적인 COVID-19 예방을 위한 체온 모니터링Article Published on 2021-11-122022-09-10 Journal: Sensors (Basel, Switzerland) [Category] MERS, SARS, 치료기술, [키워드] absence Accuracy activities activity addition Algorithm Algorithms applied Body body surface temperature body temperature capture characteristic Classifier collected COVID-19 Daily dataset deep learning deviation distribution curve Epidemic evaluation metrics experimental results Fever forest Human human activity recognition (HAR) human behavior identify machine learning (ML) monitoring Normal distribution normalization participant Patient physical prevention Prevention and control provided random Random forest raw data Recognition Regular Sitting Standardization surface temperature temperature temperature sensor the epidemic the mean variance wearable sensors [DOI] 10.3390/s21227540 PMC 바로가기 [Article Type] Article
Predicting the effects of COVID-19 related interventions in urban settings by combining activity-based modelling, agent-based simulation, and mobile phone dataResearch Article Published on 2021-10-282022-10-28 Journal: PLoS ONE [Category] COVID-19, MERS, SARS, [키워드] activities activity approach Berlin build can be used change changed consequence Contact Contact tracing COVID-19 data-driven disease Disease progression Diseases Effect epidemiological example explain Germany human behavior include Infection infections Intervention lockdown Masks Measures predict reduction Reproduction number shown Transmission wearing mask [DOI] 10.1371/journal.pone.0259037 PMC 바로가기 [Article Type] Research Article
COVID-19 lockdowns drive decline in active fires in southeastern United StatesCOVID-19 폐쇄로 미국 남동부 산불 감소Article Published on 2021-10-262022-09-11 Journal: Proceedings of the National Academy of Sciences of [Category] SARS, 치료기술, [키워드] activities activity addition affected affecting agency average changed contribute country COVID-19 COVID-19 pandemic cumulative Decline declines ecosystem evaluate expected fire forest forest. Human human behavior Impact interval lockdown management nation observation predicted provided reduction reduction in reported southeastern United States suppression United State United States [DOI] 10.1073/pnas.2105666118 PMC 바로가기 [Article Type] Article
Asymptomatic individuals can increase the final epidemic size under adaptive human behaviorArticle Published on 2021-10-052022-10-29 Journal: Scientific Reports [Category] COVID-19, MERS, SARS, [키워드] adaptive Applied mathematics Asymptomatic consequence COVID-19 transmission driver Epidemic epidemiological Final human behavior Human behaviour include individual individuals Infection infection risk Infectious diseases mathematical modulated pre-symptomatic presenting produced reduce risk risk of infection symptomatic [DOI] 10.1038/s41598-021-98999-2 PMC 바로가기 [Article Type] Article
Influenza and RSV incidence during COVID-19 pandemic—an observational study from in-hospital point-of-care testingObservational Study Published on 2021-10-042022-10-04 Journal: Medical Microbiology and Immunology [Category] MERS, 임상, [키워드] acute respiratory syndrome analyzed Complete coronavirus COVID-19 COVID-19 influenza COVID-19 pandemic dropped eliminated human behavior implementation In-hospital incidence increase in Influenza measure other respiratory virus pandemic patients pediatric performed point-of-care point-of-care test point-of-care testing polymerase chain polymerase chain reaction positive Prevalence public health measure reached respiratory respiratory virus RSV SARS-CoV-2 SARS-CoV2 Seasonal influenza second wave the SARS-CoV-2 viral pathogen [DOI] 10.1007/s00430-021-00720-7 PMC 바로가기 [Article Type] Observational Study
Spatiotemporal invasion dynamics of SARS-CoV-2 lineage B.1.1.7 emergenceSARS-CoV-2 계보 B.1.1.7 출현의 시공간 침입 역학Article Published on 2021-08-202022-09-11 Journal: Science (New York, N.y.) [Category] Coronavirus, SARS, 변종, 유전자 메커니즘, [키워드] acute respiratory syndrome acute respiratory syndrome coronavirus acute respiratory syndrome coronavirus 2 asymmetric attack rates B.1.1.7 cause causes Chain Reaction consequence coronavirus dominant Effect epidemiological growth rate human behavior Immunity intrinsic Invasion investigated Lineage Lineage B.1.1.7 nonpharmaceutical intervention Nonpharmaceutical interventions pandemic polymerase chain polymerase chain reaction relative growth SARS-CoV-2 SARS-CoV-2 lineage severe acute respiratory syndrome Coronavirus Spread Transmissibility understanding variants variants of concern Variation virus genomes [DOI] 10.1126/science.abj0113 PMC 바로가기 [Article Type] Article
A mechanistic and data-driven reconstruction of the time-varying reproduction number: Application to the COVID-19 epidemicResearch Article Published on 2021-07-262022-10-28 Journal: PLoS Computational Biology [Category] COVID-19, SARS, [키워드] appear application approach assumed available data Bayesian framework Bayesian inference chain changes in Characteristics Course COVID-19 COVID-19 epidemic COVID-19 pandemic Critical data-driven dataset diffusion early stage Effect effective Epidemic Epidemics epidemiological estimates etiological agent Evolution First wave France hospital human behavior infected individual information Ireland lack less Markov measure Monte Carlo method occur overcome parameter pathogen Public health intervention reduction Region Reproduction number SARS-CoV-2 second wave silent Spread statistical the epidemic the SARS-CoV-2 Transmissibility Transmission transmission rate Variation [DOI] 10.1371/journal.pcbi.1009211 PMC 바로가기 [Article Type] Research Article
Improving prediction of COVID-19 evolution by fusing epidemiological and mobility dataArticle Published on 2021-07-262022-10-29 Journal: Scientific Reports [Category] COVID-19, [키워드] activities activity Applied mathematics ARIMA changes changes in Computational science Computer science Consensus consequence COVID-19 COVID-19 pandemic criterion epidemiological evaluate evaluated Evolution fusing Google health system human behavior Immunity Improving include infections MAE measure mechanism medium multivariate model pandemic predict provided R 2 reduced reducing Scientific data social distancing Spain statistically Statistics Support Vaccines [DOI] 10.1038/s41598-021-94696-2 PMC 바로가기 [Article Type] Article
Cultural Responses to Covid-19 Pandemic: Religions, Illness Perception, and Perceived StressPsychology Published on 2021-07-232022-10-31 Journal: Frontiers in Psychology [Category] COVID-19, [키워드] accounted age Analysis average Buddhist Cluster coding Community coronavirus disease COVID-19 Cultural Culture domain ecological Effect expression Factor form group human behavior illness Illness perception implication index internal and external lockdown Malaysia mental health moderate Muslim pandemic participant Perceived Perceived Stress Scale Perception Perspective protective factor Psychological public health Qualitative Regulation religion religions religious expression reported researcher respond response significant difference significantly Stress stress levels three group unique university [DOI] 10.3389/fpsyg.2021.634863 PMC 바로가기 [Article Type] Psychology
Relationship between Built Environment and COVID-19 Dispersal Based on Age Stratification: A Case Study of WuhanArticle Published on 2021-07-162022-10-29 Journal: International Journal of Environmental Research an [Category] COVID-19, SARS, [키워드] affecting age built environment characteristic Clustering conducted coronavirus disease COVID-19 COVID-19 patients distribution elderly Elderly patient Environment exhibited Factor Frequency groups homogeneous human behavior influence intensity mechanism Occurrence older patients outbreak Patient Population populations reduce regression analysis relationship respiratory infectious disease selected Spread the epidemic Transmission were infected Wuhan young and middle-aged [DOI] 10.3390/ijerph18147563 PMC 바로가기 [Article Type] Article