Predicting COVID-19–Related Health Care Resource Utilization Across a Statewide Patient Population: Model Development StudyOriginal Paper Published on 2021-11-152022-10-30 Journal: Journal of Medical Internet Research [Category] COVID-19, MERS, SARS, [키워드] Accuracy age Care cause Cohort COVID-19 COVID-19 pandemic dataset decision models develop development Digital health effort Epidemiology exchange feasibility feature Gender Health Health Care Utilization health data Health disparities health informatics health information health system Healthcare resources hospital identify machine learning Model network objective outcome pandemic Patient Patient care Population health Precision predict predicted Predictive public health reported resource Result robust sensitivity statistically significant stratified subpopulation tested the United State United States utilization vaccination Variation widespread [DOI] 10.2196/31337 PMC 바로가기 [Article Type] Original Paper
Analysis of mental and physical disorders associated with COVID-19 in online health forums: a natural language processing studyHealth Informatics Published on 2021-11-052022-10-28 Journal: BMJ Open [Category] COVID-19, Fulltext, MERS, SARS, [키워드] analysed change comorbid disorder Comorbidities Comorbidity COVID-19 COVID-19 pandemic data extraction disorder Evolution feasible Health health informatics HealthBoards implementation information technology lockdown Mental mental health objective over pandemic physical primary outcome measure proportion Result setting social media Surveillance unique with COVID-19 [DOI] 10.1136/bmjopen-2021-056601 PMC 바로가기 [Article Type] Health Informatics
Can Salivary Innate Immune Molecules Provide Clue on Taste Dysfunction in COVID-19?Microbiology Published on 2021-10-112022-10-31 Journal: Frontiers in Microbiology [Category] COVID-19, [키워드] ACE2 acute respiratory syndrome angiotensin-converting enzyme-2 Can Coronavirus Disease (COVID)-19 Coronavirus-2 correlated COVID-19 COVID-19 patients dysgeusia Effect elevated entry receptor expression health informatics host response Innate measure microbial molecule oral mucosa pandemic receptor recognition protein regulate sACE2 Saliva SARS-CoV2 soluble ACE2 supported suppress Taste viral infection Viral load virus [DOI] 10.3389/fmicb.2021.727430 PMC 바로가기 [Article Type] Microbiology
Assessing COVID-19 Vaccine Uptake and Effectiveness Through the North West London Vaccination Program: Retrospective Cohort StudyOriginal Paper Published on 2021-09-172022-10-31 Journal: JMIR Public Health and Surveillance [Category] COVID-19, [키워드] 95% CI administration all age groups analysis Analysis Assessing association black Care commenced Community Coverage COVID-19 COVID-19 transmission COVID-19 vaccination declined declining demonstrated effective Effectiveness eligible Ethnic groups Evidence Gender group hazard ratio health informatics highest Hospital admission Hospitalized individual individuals London measure Medical informatics multivariable Cox regression North objective outcome pandemic Patient Pearson Pfizer/BioNTech positive post vaccination predicted proportion provide real-word evidence receive reducing reduction in Result retrospective cohort study risk Risk category SARS-CoV-2 Severe COVID-19 Infection single dose Socioeconomic deprivation tested the vaccine transmitted unique uptake vaccinated individual vaccination Vaccine vaccine administration Vaccines were used West World Health Organization [DOI] 10.2196/30010 PMC 바로가기 [Article Type] Original Paper
CBmeter study: protocol for assessing the predictive value of peripheral chemoreceptor overactivation for metabolic diseasesClinical Trial Published on 2021-08-262022-10-05 Journal: BMJ Open [Category] SARS, 임상, [키워드] Algorithms analysed Analysis approved asked carotid clinical study Clustering analysis coded contribute diabete diabetics Diagnosis disease early diagnosis ethics committee Glucose gold standard guidelines. Health health informatics healthcare Healthcare systems ingestion interstitial Intervention metabolic disease metabolic disturbances Non-invasive Oxygen administration oxygen saturation participant Patient peer-reviewed peripheral chemoreceptor Physiology Predictive protocol protocols & quantification recent recruited respiratory rate response Result Stratification therapeutic approach type 2 diabete ventilatory [DOI] 10.1136/bmjopen-2020-042825 PMC 바로가기 [Article Type] Clinical Trial
Trends in Pediatric Viral Symptoms, Influenza Testing, and SARS-CoV-2 Testing From a Statewide Electronic Health Record Consortium, January 2017 to July 2021Article Published on 2021-08-162023-06-14 Journal: Academic pediatrics [Category] MERS, SARS, [키워드] Coronavirus disease 2019 Electronic health record health informatics Influenza public health systemic acute respiratory syndrome coronavirus 2 Viral surveillance [DOI] 10.1016/j.acap.2021.08.008 PMC 바로가기
Development of a healthcare system COVID Hotspotting Score in California: an observational study with prospective validation캘리포니아의 의료 시스템 개발 COVID Hotspotting Score: 전향적 검증을 통한 관찰 연구Observational Study Published on 2021-07-262022-09-11 Journal: BMJ Open [Category] SARS, 임상, 치료기술, [키워드] collected correlated correlation correlations COVID COVID-19 development eight Health health informatics health system health systems healthcare Healthcare system highest hospital identify Metrics mitigate nine Observational data observational study occurred outcome positive COVID-19 public health public health. quantified respiratory infection respiratory viral score setting variable [DOI] 10.1136/bmjopen-2020-048211 PMC 바로가기 [Article Type] Observational Study
Advancing Mental Health and Psychological Support for Health Care Workers Using Digital Technologies and PlatformsOriginal Paper Published on 2021-06-302022-10-30 Journal: JMIR Formative Research [Category] COVID-19, [키워드] Advancing Affect analyzed Anxiety Burnout Care caused COVID-19 COVID-19 pandemic demonstrated Depression develop Digital digital intervention distress Effect effective emotional Environment expected facilitate global public health Health Health care Health care worker health care workers health informatics Health technology Impact increased risk interact Interaction Intervention Mental mental health mental health issue mitigate Mobile health objective pandemic Patient patient safety Perspective physical platform populations professionals PROTECT Psychological psychological health psychological problem psychological resilience psychological support reduce response Result Stressor Support technology worker [DOI] 10.2196/22075 PMC 바로가기 [Article Type] Original Paper
Realising the full potential of data-enabled trials in the UK: a call for actionHealth Informatics Published on 2021-06-162022-10-28 Journal: BMJ Open [Category] Coronavirus, Fulltext, MERS, SARS, [키워드] accelerate authorisation benefit build clinical clinical trials collected COVID-19 datasets decrease duplication effort EHR electronic healthcare record example faster Follow-up gold standard group discussion health informatics identify Intervention MONITOR National NIHR notable offer opportunity outcome measure overlap Patient Practice raised randomised rationale recruit recruitment reducing Reflection Regulatory required Research statistics & research methods stimulate Support Trial trials [DOI] 10.1136/bmjopen-2020-043906 PMC 바로가기 [Article Type] Health Informatics
SARS-CoV-2 seroprevalence in the urban population of Qatar: An analysis of antibody testing on a sample of 112,941 individualsArticle Published on 2021-05-242022-10-30 Journal: iScience [Category] COVID-19, [키워드] 95% confidence interval Abstract acute respiratory syndrome age Analysis antibody Antibody testing Antibody titer appear Biomarker Blood clinical care coronavirus detectable epidemic wave Health health informatics Immunity immunology individual Infection Infection control in health technology likelihood optical Pearson correlation coefficient positively correlated Public public health repeated risk SARS-CoV-2 SARS-CoV-2 seroprevalence Seropositivity Sex specimen subsequent was performed [DOI] 10.1016/j.isci.2021.102646 PMC 바로가기 [Article Type] Article