Monitoring COVID-19 on Social Media: Development of an End-to-End Natural Language Processing Pipeline Using a Novel Triage and Diagnosis Approach소셜 미디어에서 COVID-19 모니터링: 새로운 분류 및 진단 접근 방식을 사용한 종단 간 자연어 처리 파이프라인 개발Original Paper Published on 2022-02-282022-09-10 Journal: Journal of Medical Internet Research [Category] COVID19(2023년), MERS, SARS, 치료기술, [키워드] addition Algorithm applied approach assist automatically build category classifiers conditional random fields COVID-19 COVID-19 pandemic COVID-19 symptom COVID-19 symptoms data set develop development diagnose Diagnosis diagnosis of COVID-19 diagnostic disease detection disease detection and surveillance disease symptom disease symptoms disparate F 1 score feature Health Health practitioners identify incidence indicated individual level information language machine learning model macro media medical social media monitoring natural natural language natural language processing novel objective Patient Practitioner predicted Prevalence processing provide public health random reported researcher Result sense severity severity and prevalence social media Support support vector machines Surveillance Symptom Symptoms the disease Triage triage and diagnosis vector yielding [DOI] 10.2196/30397 PMC 바로가기 [Article Type] Original Paper
Sentiment analysis and topic modeling for COVID-19 vaccine discussionsArticle Published on 2022-02-252022-10-29 Journal: World Wide Web [Category] COVID-19, [키워드] Analysis approved coronavirus country COVID-19 COVID-19 vaccine Data visualization deaths delta variant effective Effectiveness emotional Government IMPROVE in-depth analysis information language media natural novel coronavirus disease outbreak pandemic Perspective processing risk sentiment analysis Side effects social media platform social media platforms Support systematic analysis the vaccine Topic topic modeling Vaccine WHO World Health Organization [DOI] 10.1007/s11280-022-01029-y PMC 바로가기 [Article Type] Article
The Effect of Surgical Masks on the Featural and Configural Processing of EmotionsArticle Published on 2022-02-192022-10-30 Journal: International Journal of Environmental Research an [Category] Coronavirus, COVID19(2023년), MERS, SARS, [키워드] Affect alexithymia configural processing COVID-19 COVID-19 pandemic Effect emotion emotion recognition eye Face processing facial featural processing Mask Neutral occlude Occlusion participant processing surgical surgical mask widespread [DOI] 10.3390/ijerph19042420 PMC 바로가기 [Article Type] Article
Partisan Differences in Legislators’ Discussion of Vaccination on Twitter During the COVID-19 Era: Natural Language Processing AnalysisOriginal Paper Published on 2022-02-182022-10-30 Journal: Jmir Infodemiology [Category] COVID-19, [키워드] aligned changes in characterized communication concerning contribute COVID-19 difference Evidence examined Hesitancy Influenza language linguistic natural natural language processing NLP objective operation partisanship pattern polarization Politicization processing produced public health messaging Research Result SARS-CoV-2 vaccine social media speed study period the vaccine to define Twitter vaccination Vaccine Vaccine hesitancy [DOI] 10.2196/32372 PMC 바로가기 [Article Type] Original Paper
Sensory Processing, Perceived Stress and Burnout Symptoms in a Working Population during the COVID-19 CrisisArticle Published on 2022-02-112022-10-29 Journal: International Journal of Environmental Research an [Category] Coronavirus, COVID19(2023년), MERS, SARS, [키워드] ASD assessment association Burnout COVID-19 COVID-19 crisis crisis demonstrated disorder driven by Effects healthcare healthy hypersensitivity investigated Mental mental health conditions Netherland occur Perceived Perceived stress Perceived Stress Scale Population predictor processing profile PSS-10 Research sensitivity Sensory sensory processing sensory profile sensory sensitivity Stress Symptoms working [DOI] 10.3390/ijerph19042043 PMC 바로가기 [Article Type] Article
A Feasible Alternative Strategy Targeting Furin Disrupts SARS-CoV-2 Infection Cycle푸린을 표적으로 하는 실행 가능한 대안 전략은 SARS-CoV-2 감염 주기를 방해합니다Research Article Published on 2022-02-092022-09-10 Journal: Microbiology Spectrum [Category] COVID19(2023년), MERS, SARS, 변종, 진단, [키워드] ACE2 Activation addition angiotensin Angiotensin-converting enzyme angiotensin-converting enzyme 2 antibodies antibody Antibody Response applicability approach binding blockade Cell cellular entry chain cleavage competing coronavirus COVID-19 Critical cycle described disease pathology DNA domain effective Efficacy epitope flexible linker furin Health Hospitalization Host host cell host cells host protease human lung cell human lung cells IgG1 Immunological memory in viral independent Infection infection cycle infections interfere lung cells membrane fusion Mortality occur overcome peptide plug processing producing protease Proteases proteolytic activation Proteolytic processing public health threat remained remains uncertain residue RNA SARS-CoV-2 SARS-CoV-2 spike SARS-CoV-2 spike protein SARS-CoV-2 variants SARS-CoV-2 viral particles scenario secretory pathway solution spike glycoprotein Spike protein Strategy subsequent targeted therapy targeting the spike protein Transmission Vaccine Viral viral entry Viral transmission virus virus-producing cell virus-producing cells viruses [DOI] 10.1128/spectrum.02364-21 PMC 바로가기 [Article Type] Research Article
Automatic coronavirus disease 2019 diagnosis based on chest radiography and deep learning – Success story or dataset bias?흉부 방사선 촬영 및 딥 러닝 기반 코로나19 자동 진단 - 성공 사례 또는 데이터 세트 편향?Article Published on 2022-02-012022-09-11 Journal: Medical physics [Category] COVID19(2023년), SARS, 치료기술, [키워드] absence Accuracy applied artificial intelligence Automatic Bank Behavior biases Chain Reaction Chest radiography classification CNN CNNs Combination Community contrary coronavirus disease Coronavirus disease 2019 COVID-19 COVID-19 infection criteria CXR dataset dataset bias. datasets Decision making decrease deep learning determine Diagnosis disease displaying dropped evaluate evaluated expected experiment Image information input lung Lungs Metrics normalization Open Access over performed Precision precision and recall presence or absence processing recall Region reported Result reverse transcriptase RT-PCR sensitivity shown suffered Valencian Variability was performed X-ray X-ray imaging [DOI] 10.1002/mp.15419 PMC 바로가기 [Article Type] Article
Automated recognition of functioning, activity and participation in COVID-19 from electronic patient records by natural language processing: a proof- of- concept자연 언어 처리에 의한 전자 환자 기록에서 기능, 활동 및 Covid-19에 대한 자동 인식 : 증명 개념Research Article Published on 2022-01-182022-09-10 Journal: Annals of Medicine [Category] COVID19(2023년), Fulltext, SARS, 치료기술, [키워드] Ambulation assigned automated automatically categories category classification Cohen’s kappa COVID-19 COVID-19 patient COVID-19 patients disability disease domain EHR Electronic health record Electronic health records electronic patient record employment exercise Exercise Tolerance feasibility function functional Functional assessment functional consequence functional consequences functioning functions health record hospital hospitalised COVID-19 patient hospitalised COVID-19 patients ICF information instantaneous internal validity language life material Mental Moving natural natural language natural language processing Non-COVID-19 numbers of patients personalised physical Precision precision and recall processing proof Quality of life recall Record reduction in rehabilitation reliability required Result survivor Tolerance Validity walking was obtained were assessed work [DOI] 10.1080/07853890.2021.2025418 PMC 바로가기 [Article Type] Research Article
Investigating Constraints Along the Plant Secretory Pathway to Improve Production of a SARS-CoV-2 Spike Vaccine CandidatePlant Science Published on 2022-01-042022-10-31 Journal: Frontiers in Plant Science [Category] COVID-19, [키워드] Antibody Response Antigen BALB/c mice benthamiana building calreticulin candidate cellular chaperone co-expressed complex Degradation ectopic elicited expressed expression filtration furin gel glycoprotein heterogenous Host immunogenicity IMPROVE investigated low dose maturation molecular molecular farming plant plants processing Production protease Protease inhibitor Protein purified SARS-CoV-2 SARS-CoV-2 spike secretory spike Vaccine Vaccine development Vaccines viral glycoprotein viruses was tested [DOI] 10.3389/fpls.2021.798822 PMC 바로가기 [Article Type] Plant Science
Infoveillance of the Croatian Online Media During the COVID-19 Pandemic: One-Year Longitudinal Study Using Natural Language ProcessingOriginal Paper Published on 2021-12-242022-10-31 Journal: JMIR Public Health and Surveillance [Category] COVID-19, SARS, [키워드] analyzed applied article articles change collected correlation COVID-19 COVID-19 cases COVID-19 pandemic infodemic infodemiology infoveillance language longitudinal longitudinal analysis longitudinal study media name entity recognition natural natural language processing news coverage objective observation period Occurrence online media overlap pandemic processing public health emergency Result second similarity terminology tested [DOI] 10.2196/31540 PMC 바로가기 [Article Type] Original Paper