Personalized Analytics and a Wearable Biosensor Platform for Early Detection of COVID-19 Decompensation (DeCODe): Protocol for the Development of the COVID-19 Decompensation IndexProtocol Published on 2021-05-262022-10-29 Journal: JMIR Research Protocols [Category] COVID-19, [키워드] analytic analytics analyzed artificial intelligence Biomarker biosensor build Care characteristic Classifier Clinical data clinician cloud contribute COVID-19 COVID-19 pandemic COVID-19 progression criterion data sets decompensation detection determine develop development disease severity effort enrolled evaluated feasibility Gender Health help Identifier IMPROVE include index monitoring nonrandomized objective Open-label outcome outcomes participant Participants pathophysiology Patient patients with COVID-19 phase physiological platform predict Registration remote monitoring report Repository researcher Result SARS-CoV-2 Sex Support Symptom symptom validation wearable while World Health Organization [DOI] 10.2196/27271 PMC 바로가기 [Article Type] Protocol
Mining and Validating Social Media Data for COVID-19–Related Human Behaviors Between January and July 2020: Infodemiology StudyOriginal Paper Published on 2021-05-252022-10-30 Journal: Journal of Medical Internet Research [Category] COVID-19, [키워드] applied Behavior build category Classifier coding Compliance confirmed case coronavirus corpus correlation COVID-19 COVID-19 intervention COVID-19 transmission develop Effect effective events Human human behavior identify Impact impacts individuals Infectious disease infectious disease outbreak infodemiology information infoveillance labeling media mental health Mobility monitoring objective outbreak pandemic performed psychological Impact public health communication public health communications Real-time monitoring Result risk shelter-in-place social distancing social media subsequent suggested Symptom The United States training data Twitter were assessed [DOI] 10.2196/27059 PMC 바로가기 [Article Type] Original Paper
COVID-19 Pandemic and Equal Access to VaccinesCommentary Published on 2021-05-212022-10-28 Journal: Vaccines [Category] COVID-19, [키워드] access Adequate Administered adopted Affect affected appear applied build Community COVAX COVID-19 COVID-19 pandemic criteria criterion Culture distribution domain Equal equity European evidenced global healthcare higher risk implementation Infection Intervention pandemic parameter Population priority Protective public health receive supported union vaccination Vaccine Vaccines WHO World Health Organization [DOI] 10.3390/vaccines9060538 PMC 바로가기 [Article Type] Commentary
Community health workers’ efforts to build health system trust in marginalised communities: a qualitative study from South AfricaHealth Services Research Published on 2021-05-192022-10-28 Journal: BMJ Open [Category] Coronavirus, Fulltext, SARS, [키워드] alcohol build Care Community community health complex condition conditions conducted COVID-19 Effect effort employment equipment group health system healthcare healthcare providers help HIV/AIDS Injury international health services Intervention lack National objective observation Participants Patient patients primary care public health qualitative research responsible Result sensitivity social environment Society South Africa Strategy Support supported the patient Trust Tuberculosis widespread withdrawn [DOI] 10.1136/bmjopen-2020-044065 PMC 바로가기 [Article Type] Health Services Research
Literature Review of the Implications of Exercise Rehabilitation Strategies for SARS Patients on the Recovery of COVID-19 PatientsReview Published on 2021-05-182022-10-31 Journal: International journal for equity in health [Category] COVID-19, [키워드] analyzed build caused Characteristics China Clinical symptoms convalescent patient COVID-19 COVID-19 patient Critical disease cured discharged Effectiveness Epidemic exercise Exercise intervention exercise rehabilitation global pandemic Guidance hospital integration of sports and medicine Intervention literature Local Patient problem proportion provided rehabilitation review risk SARS patient SARS-CoV-2 severe pneumonia Strategy the epidemic treatment strategy viruses [DOI] 10.3390/healthcare9050590 PMC 바로가기 [Article Type] Review
Understanding Vaccine Hesitancy in the Context of COVID-19: The Role of Trust and Confidence in a Seventeen-Country SurveyPublic Health Archive Published on 2021-05-142022-10-30 Journal: International Journal of Public Health [Category] COVID-19, MERS, [키워드] build Care conducted confidence Context COVID-19 COVID19 effective Effectiveness FIVE global health Health Health Organization Healthcare professional Hesitancy highlight Immunity investigated organization organizations pandemic professional public health reducing Region role SARS-CoV-2 survey Trust understanding Vaccine Vaccine hesistancy Vaccine hesitancy widespread World Health Organization [DOI] 10.3389/ijph.2021.636255 PMC 바로가기 [Article Type] Public Health Archive
Discovery of a Generalization Gap of Convolutional Neural Networks on COVID-19 X-Rays ClassificationBiomedical Engineering Published on 2021-05-132022-10-30 Journal: Ieee Access [Category] COVID-19, [키워드] Accuracy Adults AUC build chest X-ray Chest X-ray images classification clinically confounder Coronavirus (COVID-19) COVID-19 data set deep learning detect eliminated example experimental evidence feature Features Gap generalization high accuracy IMPROVE indicate lung network Neural Pediatric case Pneumonia raw data scored shown Still X-ray [DOI] 10.1109/ACCESS.2021.3079716 PMC 바로가기 [Article Type] Biomedical Engineering
COVID-Classifier: an automated machine learning model to assist in the diagnosis of COVID-19 infection in chest X-ray imagesCOVID-Classifier: 흉부 X선 영상에서 COVID-19 감염 진단을 지원하는 자동화된 기계 학습 모델Article Published on 2021-05-102022-09-01 Journal: Scientific Reports [Category] SARS, 진단, 치료기술, [키워드] assist automated build can be used caused Chest X-ray image Classifier conjunction COVID-19 COVID-19 case COVID-19 cases COVID-19 patient COVID-19 patients CXR dataset diagnosis of COVID-19 differential diagnosis feature form generate high accuracy hospital resource hospital resources Infection Mathematics and computing Medical research non-COVID-19 case non-COVID-19 cases non-COVID-19 patient Non-COVID-19 patients Pneumonia radiologist Radiologists reduction sensitivity similarity [DOI] 10.1038/s41598-021-88807-2 PMC 바로가기 [Article Type] Article
A bibliometric analysis of COVID-19 research in AfricaOriginal Research Published on 2021-05-102022-10-28 Journal: BMJ Global Health [Category] COVID-19, [키워드] addition African Analysis article articles authors build Cape carried country COVID-19 COVID-19 pandemic COVID-19 research database distribution effort Google greatest number Health highlight Impact include journal knowledge Local other study design problems public health Research researcher Result retrieved searched South Africa Study design the WHO town university Vaccine Vaccines Wellcome Trust [DOI] 10.1136/bmjgh-2021-005690 PMC 바로가기 [Article Type] Original Research
The COVID‐19 MenaceReview Published on 2021-05-072022-10-31 Journal: Global Challenges [Category] COVID-19, [키워드] acute respiratory syndrome Asymptomatic bind binding site Brain build caused cleavage site Comorbidities complications consequence Consequences contagious coronavirus Coronavirus disease 2019 COVID‐19 COVID‐19 determine disease disease spread drugs enzyme furin protease Health immune cells Immunity Infection Local moderate Mortality organs outbreak patients polybasic proteolytic receptors Research SARS‐CoV‐2 SARS‐CoV‐2 sequence severity Spike protein Spread Symptoms the disease tissue tropism transmembrane serine protease Transmission Vaccines Variability virus viruses widespread [DOI] 10.1002/gch2.202100004 PMC 바로가기 [Article Type] Review