Continuous development of the semantic search engine preVIEW: from COVID-19 to long COVID의미 검색 엔진 preVIEW의 지속적인 개발: COVID-19에서 긴 COVID까지Article Published on 2022-07-012022-09-11 Journal: Database: The Journal of Biological Databases and [Category] COVID19(2023년), SARS, 변종, 치료기술, [키워드] acute respiratory syndrome acute respiratory syndrome coronavirus acute respiratory syndrome coronavirus 2 added addition annotation annotations articles automatically Classifier Continuous coronavirus coronavirus disease COVID COVID-19 curated described disease False positives feature feedback include Infection MOST Occurrence participated peer-reviewed retrieved SARS-CoV-2 service severe acute respiratory syndrome Coronavirus Symptom true positive true positives Usability user variant virus [DOI] 10.1093/database/baac048 PMC 바로가기 [Article Type] Article
Utilization of Random Forest Classifier and Artificial Neural Network for Predicting Factors Influencing the Perceived Usability of COVID-19 Contact Tracing “MorChana” in Thailand태국에서 COVID-19 접촉 추적 "MorChana"의 인지된 사용성에 영향을 미치는 요인을 예측하기 위한 랜덤 포레스트 분류기 및 인공 신경망 활용Article Published on 2022-06-292022-09-11 Journal: International Journal of Environmental Research an [Category] COVID19(2023년), SARS, 변종, [키워드] acceptance Accuracy affecting ANN artificial Artificial neural network cause causes Classifier condition Contact Contact tracing convenience sampling COVID-19 COVID-19 pandemic evaluate Factor forest framework Government habit help human behavior Intention machine learning algorithm Machine learning algorithms methodology mitigate motivation Mutation network Neural Perceived protection random Random forest random forest classifier reduce response severity Spread suggested technology theory tracing Usability utilization variants virus [DOI] 10.3390/ijerph19137979 PMC 바로가기 [Article Type] Article
Towards Multimodal Equipment to Help in the Diagnosis of COVID-19 Using Machine Learning Algorithms기계 학습 알고리즘을 사용하여 COVID-19 진단에 도움이 되는 다중 모드 장비를 향하여Article Published on 2022-06-082022-09-11 Journal: Sensors (Basel, Switzerland) [Category] COVID19(2023년), SARS, 치료기술, [키워드] Accuracy Algorithm applied Area AUC biomedical sensors body temperature can be used chain Chain Reaction collected cough coughs COVID-19 COVID-19 infection COVID-19 pandemic Curve dataset decision Decision tree detect Diagnosis diagnosis of COVID-19 equipment heart rate help individual Infection lab machine learning Machine learning algorithms Medical assistant Metrics occur oxygen oxygen saturation polymerase chain reaction reaction real-time polymerase chain reaction released reported respiratory diseases respiratory droplet Respiratory droplets RT-PCR SARS-CoV-2 virus significant delay sneezes speech SpO2 support vector machine SUS System System Usability Scale Telemedicine the SARS-CoV-2 virus tree Usability virus Volunteer [DOI] 10.3390/s22124341 PMC 바로가기 [Article Type] Article
Virtual respiratory therapy delivered through a smartphone app: a mixed-methods randomised usability study스마트폰 앱을 통해 전달되는 가상 호흡 요법: 혼합 방법 무작위 사용성 연구Article Published on 2022-06-012022-09-11 Journal: BMJ Open Respiratory Research [Category] COVID19(2023년), SARS, 임상, 치료기술, [키워드] affecting arising artefact breath Breath sound chronic condition comparable COPD COPD exacerbations COVID-19 credibility cystic fibrosis detect dimension distance effective Effectiveness Efficiency effort Engagement evaluate exercise feature Features fibrosis Gamification healthy volunteer healthy volunteers improvement Improvements Incentive spirometry include less Look and feel management participant performed persistence Pneumonia postoperative preference proximal pulmonary rehabilitation questionnaire randomised randomised controlled trial Randomised controlled trials reduction in rehabilitation repeated reported Research respiratory infection respiratory therapy SARS-CoV-2 Satisfaction selective spirometry therapy timer Usability [DOI] 10.1136/bmjresp-2022-001221 PMC 바로가기 [Article Type] Article
A Novel Approach on Deep Learning-Based Decision Support System Applying Multiple Output LSTM-Autoencoder: Focusing on Identifying Variations by PHSMs’ Effect over COVID-19 Pandemic다중 출력 LSTM-Autoencoder를 적용한 딥 러닝 기반 의사 결정 지원 시스템에 대한 새로운 접근 방식: COVID-19 팬데믹에 대한 PHSM의 영향에 따른 변이 식별을 중심으로Article Published on 2022-06-012022-09-11 Journal: International Journal of Environmental Research an [Category] 변종, 치료기술, [키워드] addition Analysis Anomaly Applying approach caused changes in confirmed case COVID-19 COVID-19 pandemic decision decision support system deep deep learning demonstrated Effect Effectiveness Effects expected failure Focusing identifying implementation increase in information limitation LSTM-Autoencoder measure methodology Multiple novel outbreak output overcome Previous studies previous study provide provided Public public health public health and social measures (PHSMs). reflect Research restriction statistical model Support Support System System transfer Usability utilization variant Variation variations virus [DOI] 10.3390/ijerph19116763 PMC 바로가기 [Article Type] Article
Well-being app to support young people during the COVID-19 pandemic: randomised controlled trialRandomized Controlled Trial Published on 2022-05-192022-10-05 Journal: BMJ Open [Category] 임상, [키워드] Adolescent analysed Anxiety application baseline Care changes in clinical clinically Compassion controls coping skills COVID-19 COVID-19 pandemic Depression Developed effective Efficacy emotional Endpoint engage evaluate evaluated form group Health help index indicated individual Interaction intervention group linear mixed model media Mental mental health mHealth Mobile mobile apps New outcome outcomes pandemic participant Perceived Stress Scale physical Prospective Psychological Quality randomised controlled trial recruited registry remained Resilience scale secondary self self-compassion Seven significantly higher significantly lower Sleep statistically significant statistically significant difference Stress Support the WHO Usability Well-being young adult [DOI] 10.1136/bmjopen-2021-058144 PMC 바로가기 [Article Type] Randomized Controlled Trial
Don’t forget about human factors: Lessons learned from COVID-19 point-of-care testingReview article Published on 2022-05-032022-10-05 Journal: Cell Reports Methods [Category] 진단, [키워드] accelerated COVID-19 COVID-19 pandemic diagnostic effective Express Factor help Human Factors lesson limitation pharmacies POC POC testing point-of-care point-of-care diagnostics Pregnancy robust SARS-CoV-2 Schools Usability variety while [DOI] 10.1016/j.crmeth.2022.100222 [Article Type] Review article
Interactive Versus Static Decision Support Tools for COVID-19: Randomized Controlled TrialRandomized Controlled Trial Published on 2022-04-152022-10-05 Journal: JMIR Public Health and Surveillance [Category] 임상, [키워드] Accuracy agent Algorithm ANOVA assessment assist benefit Care center clinical decision Clinical decision support consumer health Control control group Controlled COVID-19 COVID-19 infection COVID-19 pandemic decision Decision making Decision support description develop difference DST effect size effort experimental group flowchart greater Guidance Intention intervention group less measure medical informatic Mental mimicking no significant difference Numerous participant Patient prevention recruited Registered Research responses significantly higher Static statistical significance statistically significant study groups subgroup Support Symptom symptom checker T Test t tests Usability [DOI] 10.2196/33733 PMC 바로가기 [Article Type] Randomized Controlled Trial
Mobile intervention to promote correct hand hygiene at key times to prevent COVID-19 in the Swiss adult general population: study protocol of a multiphase optimisation strategy스위스 성인 일반 인구에서 COVID-19를 예방하기 위해 주요 시기에 올바른 손 위생을 촉진하기 위한 모바일 개입: 다단계 최적화 전략 연구 프로토콜Article Published on 2022-03-282022-09-11 Journal: BMJ Open [Category] 임상, [키워드] active control group adhere analysis of variance ANOVA approach approved behavioural Bern Combination Commission conducted conferences country COVID-19 determinant Effect effective Ethics ethics committee Evidence example feasibility Follow-up formative General population group hand hygiene hand washing Health health & hygiene identify Intervention measure Mobile pandemic peer-reviewed preparation Prevent promote protocol Public public health public health measure public health measures randomised controlled randomised controlled trial Randomised trial registration number regression analysis Research Research Ethics Safety Satisfaction sequence soap spread of COVID-19 Study protocol Switzerland thematic analysis Trial Usability variance [DOI] 10.1136/bmjopen-2021-055971 PMC 바로가기 [Article Type] Article
Digital Contact Tracing Apps for COVID-19: Development of a Citizen-Centered Evaluation FrameworkCOVID-19용 디지털 접촉자 추적 앱: 시민 중심 평가 프레임워크 개발Review Published on 2022-03-112022-09-11 Journal: JMIR mHealth and uHealth [Category] 변종, [키워드] administration adoption approach attribute attributes Autonomy build close contact complex Contact Contact tracing COVID-19 COVID-19 vaccine Critical CTA CTAs death development Digital digital contact tracing apps Digital health domain Effectiveness epidemiological Evaluation Evolution example expand exponential growth fatal infections Final foundation framework growth Health Health apps health authorities help Hope information iterative mechanism mHealth Mobile health New offer performance protection provide question Reflection researcher Safe scrutiny selected Seven silent specificity Support timelines tracing Transmission Transparency Usability variant [DOI] 10.2196/30691 PMC 바로가기 [Article Type] Review