Insights to estimate exposure to regulated and non-regulated disinfection by-products in drinking water Research Published on 2022-06-292022-10-05 Journal: Journal of Exposure Science & Environmental Epidemiology [Category] 바이오마커, [키워드] activated Activated carbon analyzed Barcelona Chlorate collected Concentration concentrations correlated DBP Effect epidemiological studies explained filtered finding Health Impact information insight Linear model Linear regression Linear regression model machine learning models median multivariate number of sample objective Occurrence participant predict Predictive Predictive model quantified Questionnaires reduced regulated Replication Result Significance Spain study population tap THM total variance Urine validation variable [DOI] 10.1038/s41370-022-00453-6 [Article Type] Research
Preparing for the next pandemic via transfer learning from existing diseases with hierarchical multi-modal BERT: a study on COVID-19 outcome prediction Research Published on 2022-06-242022-10-05 Journal: Scientific Reports [Category] 바이오마커, 치료법, [키워드] Admission Analysis approach baseline Biomarker Clinical characteristics clinical note COVID-19 Critical Developing diagnostic disease disorder early response electronic healthcare record Hierarchical Infectious disease information knowledge Laboratory tests methodology outcome outcomes pandemic Pandemics Patient patient data Predictive model Preparing prevalent risk factor sub-cohort transfer [DOI] 10.1038/s41598-022-13072-w [Article Type] Research
A novel machine learning model to predict respiratory failure and invasive mechanical ventilation in critically ill patients suffering from COVID-19 Research Published on 2022-06-222022-10-05 Journal: Scientific Reports [Category] 임상, 치료기술, [키워드] Algorithm applied Applying AUC clinician Cohort COVID-19 COVID-19 cohort COVID-19 patient COVID-19 patients Critically ill Critically ill patient database dataset Delayed Features Good hypoxemic ICU IMV Invasive mechanical ventilation laboratory result Non-COVID-19 outcome outcomes Patient Precision predict predicted Predictive Predictive model Probability required Respiratory failure risk single center tested the United State transfer translate variables were used [DOI] 10.1038/s41598-022-14758-x [Article Type] Research
Investigation of target sequencing of SARS-CoV-2 and immunogenic GWAS profiling in host cells of COVID-19 in Vietnam베트남 코로나19 숙주 세포에서 SARS-CoV-2 표적 염기서열 분석 및 면역원성 GWAS 프로파일링Article Published on 2022-06-192022-09-11 Journal: BMC Infectious Diseases [Category] COVID19(2023년), SARS, 변종, [키워드] affected AUC Biomarker clade clinical outcomes comprehensive analysis coronavirus disease Coronavirus disease 2019 country COVID-19 COVID-19 patient COVID-19 patients COVID-19 severity COVID-19 treatment dataset delta variant Disease progression downstream analysis Elastic forest framework global pandemic GWAS Health Healthcare system Healthcare systems high accuracy Hospitalization host cell host cells immune response immune responses immunogenic Impact investigated investigation Predictive Predictive model prevalent Previous studies previous study progression Protein provided PRS Random forest Research risk risk score SARS-CoV-2 SARS-CoV-2 variant SARS-CoV-2 variants sequence Sequencing severity severity of COVID-19 SNP SVM the disease therapeutic target therapeutic targets Treatment Vietnam virus virus variant virus variants [DOI] 10.1186/s12879-022-07415-1 PMC 바로가기 [Article Type] Article
Can naive Bayes classifier predict infection in a close contact of COVID-19? A comparative test for predictability of the predictive model and healthcare workers in JapanComparative Study Published on 2022-06-012023-07-08 Journal: Journal of infection and chemotherapy : official j [Category] COVID19(2023년), [키워드] close contact COVID-19 machine learning model naive Bayes classifier Predictive model [DOI] 10.1016/j.jiac.2022.02.017 PMC 바로가기 [Article Type] Comparative Study
Risk Prediction for Acute Kidney Injury in Patients Hospitalized With COVID-19Research article Published on 2022-06-012022-10-05 Journal: Kidney Medicine [Category] 바이오마커, [키워드] 95% CI Acute kidney injury acute respiratory syndrome added age AKI baseline changes in coding Cohort cohort study cohorts comorbid condition conditions coronavirus coronavirus disease COVID-19 creatinine criteria D-dimer levels defined delta variant develop exposure ferritin Final High-sensitivity C-reactive protein hospital hospitalized patient Improving inflammatory biomarkers KDIGO Kidney injury laboratory data limitation longitudinal measure median Model model validation objective participant Patient patients patients hospitalized polymerase chain positive Potential predict prediction Predictive Predictive model rationale Result setting Vaccine validation cohort virus variants with COVID-19 [DOI] 10.1016/j.xkme.2022.100463 [Article Type] Research article
Prediction Model of Adverse Effects on Liver Functions of COVID-19 ICU PatientsCOVID-19 ICU 환자의 간 기능에 대한 부작용 예측 모델Article Published on 2022-04-252022-09-11 Journal: Journal of Healthcare Engineering [Category] COVID19(2023년), SARS, 치료기술, [키워드] Adverse age ANN assist caused Classifier classifiers collected data country COVID-19 Decision tree develop disease Effect feature function global health Health ICU ICU Patients Illness severity Infection input Laboratory testing liver Liver damage liver diseases liver failure lockdowns machine machine learning machine learning algorithm Machine learning algorithms medical staff Model Naïve Bayes Organ failure outcome patient data patients performed predict prediction Predictive model predictive models risk SARS-CoV-2 severe disease social distancing susceptible SVM tested Topic Treatment variable virus [DOI] 10.1155/2022/4584965 PMC 바로가기 [Article Type] Article
Gauging the Impact of Artificial Intelligence and Mathematical Modeling in Response to the COVID-19 Pandemic: A Systematic ReviewCOVID-19 팬데믹에 대응하여 인공 지능 및 수학적 모델링의 영향 측정: 체계적인 검토Article Published on 2022-03-142022-09-11 Journal: BioMed Research International [Category] SARS, 변종, [키워드] Accuracy Analysis analyzed ARIMA article articles artificial AstraZeneca AUC B.1.1.7 B.1.617.2 Beta BNT162b2 booster dose booster doses conducted COVID-19 COVID-19 virus data-driven Delta Effect Effectiveness Evolution groups hybrid Impact initial intelligence literature review machine learning models mathematical mitigate modeling Moderna mRNA mRNA-1273 Pfizer-BioNTech Precision Predictive model predictive models Prevent Quality researcher response review selected sensitivity specificity Spread spread of COVID-19 validation cohort viral variant Viral variants virus were used while [DOI] 10.1155/2022/7731618 PMC 바로가기 [Article Type] Article
Prediction of pulmonary embolism in patients with SARS-CoV-2 infectionObservational Study Published on 2022-03-112022-10-05 Journal: Medicina clínica [Category] SARS, 임상, [키워드] 95% confidence interval absence addition Agentes anticoagulantes Angiografía pulmonar por tomografía computarizada Anticoagulant agents chest X-ray Computed tomography Computed tomography pulmonary angiography conducted COVID-19 creating Critical illness CTPA cumulative D-dimer D-dimer values determine diagnostic Dímero D Embolia pulmonar Enfermedad crítica Factor hospital incidence Infection Logistic regression Odds ratio pandemic Patient patients with COVID-19 patients with SARS-CoV-2 performed prediction Predictive Predictive model predictor pulmonary angiography Pulmonary embolism radiological finding remained representing retrospective cohort SARS-COV-2 infection single-center study tachypnea thromboembolic tomography [DOI] 10.1016/j.medcli.2021.03.028 PMC 바로가기 [Article Type] Observational Study
Real-time infection prediction with wearable physiological monitoring and AI to aid military workforce readiness during COVID-19COVID-19 동안 군사 인력 준비를 돕기위한 웨어러블 생리적 모니터링 및 AI를 통한 실시간 감염 예측Article Published on 2022-03-082022-09-01 Journal: Scientific Reports [Category] MERS, SARS, 진단, 치료기술, [키워드] Algorithm AUC average barrier capture COVID-19 COVID-19 pandemic Defense Department diagnostic diagnostic testing early infection feasibility Garmin healthy Impact impacts implementation increased risk Infection infection risk Infectious diseases Isolation machine learning maintenance observé physiological physiological change positive Predictive Predictive model predictive models reduce risk SARS-CoV-2 service Threats Transmission United State United States [DOI] 10.1038/s41598-022-07764-6 PMC 바로가기 [Article Type] Article