Gamma-glutamyltransferase is a strong predictor of secondary sclerosing cholangitis after lung transplantation for COVID-19 ARDSResearch article Published on 2022-07-012022-10-05 Journal: The Journal of heart and lung transplantation : th [Category] 바이오마커, [키워드] acute respiratory distress ALP Analysis analyzed appear ARDS AUC clinical COVID-19 Critically ill critically ill patients described detrimental European Factor gamma-glutamyltransferase IQR liver lung lung transplantation median morbidity and mortality parameter Patient performed predict prediction Result Retrospective analysis risk factor secondary secondary sclerosing cholangitis selected significantly higher Survivors syndrome [DOI] 10.1016/j.healun.2022.06.020 [Article Type] Research article
Development of a Mortality Prediction Model in Hospitalised SARS-CoV-2 Positive Patients Based on Routine Kidney Biomarkers일상적인 신장 바이오마커를 기반으로 입원한 SARS-CoV-2 양성 환자의 사망률 예측 모델 개발Article Published on 2022-06-302022-09-11 Journal: International Journal of Molecular Sciences [Category] COVID19(2023년), MERS, SARS, 바이오마커, [키워드] Acute kidney injury acute respiratory syndrome acute respiratory syndrome coronavirus acute respiratory syndrome coronavirus 2 age AKI an area analysed AUROC Biomarker Blood blood test blood tests characteristic Cohort coronavirus COVID-19 creatinine develop development Ethnicity focus foundation hospital hospitalised Humber in-hospital mortality increased mortality Inpatients kidney Kidney function kidney function test Kidney function tests Kidney injury Logistic regression logistic regression model main outcome measure Model Mortality National Health Service NHS outcome Patient patients without AKI PCR test positive positive RT-PCR prediction Prediction model predictor prevalent random Random forest receiver operating characteristic regions respiratory resulting retrospective cohort study routine RT-PCR test SARS-CoV-2 SARS-CoV-2 infected patients SARS-CoV-2 positive patient SARS-CoV-2 positive patients severe acute respiratory syndrome Coronavirus Sex sodium test dataset Trust United Kingdom urea [DOI] 10.3390/ijms23137260 PMC 바로가기 [Article Type] Article
Nomogram Model for Prediction of SARS-CoV-2 Breakthrough Infection in Fujian: A Case-Control Real-World Study복건성 SARS-CoV-2 돌발 감염 예측을 위한 노모그램 모델: 사례 대조 실제 연구Article Published on 2022-06-232022-09-11 Journal: Frontiers in Cellular and Infection Microbiology [Category] COVID19(2023년), SARS, 변종, [키워드] 95% CI AUC benefit Breakthrough infection calibration China Cohort Control decision delta variant Efficacy indicated management Model multivariate logistic regression nomogram observation outbreak predict prediction Probability Randomly reduced reported Retrospective study SARS-CoV-2 SARS-CoV-2 breakthrough infection vaccinated individual vaccinated individuals Vaccine validation cohort validation cohorts variant Xiamen [DOI] 10.3389/fcimb.2022.932204 PMC 바로가기 [Article Type] Article
The effect of COVID-19 on prostate cancer testing in Australia호주의 전립선암 검사에 대한 COVID-19의 영향Article Published on 2022-06-212022-09-11 Journal: BMC urology [Category] 바이오마커, [키워드] 95% prediction interval analysed Australia average average values biopsy Cancer cancers COVID 19 COVID 19 trends COVID-19 COVID-19 pandemic decrease Department determine DHS diagnostic diagnostic testing Effect healthcare Human interval lockdown Medicare Migration National not significant occurred pandemic performed predicted prediction Prostate Prostate cancer PSA testing. remained schedule service statistically significant territory Victoria website widespread [DOI] 10.1186/s12894-022-01043-2 PMC 바로가기 [Article Type] Article
COVIDHunter: COVID-19 Pandemic Wave Prediction and Mitigation via Seasonality Aware ModelingCOVIDHunter: 계절성 인식 모델링을 통한 COVID-19 팬데믹 웨이브 예측 및 완화Article Published on 2022-06-172022-09-11 Journal: Frontiers in Public Health [Category] 변종, [키워드] applied average case study caused Climate condition country COVID-19 COVID-19 outbreak COVID-19 outbreak simulation COVID-19 patient COVID-19 test death deaths disease spread Early detection effective environmental condition epidemiological epidemiological modeling estimate evaluate Factors flexible geographical region Healthcare system hospitalizations Humidity implementation Infection Isolation measure Measures Mitigation modeling modify MONITOR outbreak outbreak prevention and control performed predict prediction Prevention and control provide seasonal epidemic seasonality source code Spread spread of COVID-19 strength Switzerland temperature the disease vaccination vaccination rate variants of concern Wave [DOI] 10.3389/fpubh.2022.877621 PMC 바로가기 [Article Type] Article
FLED-Block: Federated Learning Ensembled Deep Learning Blockchain Model for COVID-19 PredictionFLED-Block: COVID-19 예측을 위한 연합 학습 앙상블 딥 러닝 블록체인 모델Article Published on 2022-06-172022-09-11 Journal: Frontiers in Public Health [Category] COVID19(2023년), SARS, 치료기술, [키워드] Accuracy advent artificial intelligence Blockchain capsule learning model Care carried Clinicians COVID-19 COVID-19 case COVID-19 cases Critical deep deep learning develop diagnose diagnosing exponential growth Extensive extreme extreme learning machine FIVE growth healthcare help heterogeneous hospital Image processing inception increase learning Lung CT Model organization Precision prediction Predictive privacy privacy preservation. recall reduced required specificity Spread the SARS-CoV-2 thresholds virus [DOI] 10.3389/fpubh.2022.892499 PMC 바로가기 [Article Type] Article
Prediction of SARS-CoV-2-positivity from million-scale complete blood counts using machine learning Research Published on 2022-06-152022-10-05 Journal: Communications Medicine [Category] 바이오마커, 신약개발, 임상, 치료기술, [키워드] analyzed approach AUROC Blood Brazil CBC collected complete blood count count COVID-19 COVID-19 case COVID-19 diagnosis Diseases individual individuals Infection information intrinsic machine learning model measure Non-linear relationship pandemic Platelet positive prediction predictive power red blood cells Respiratory disease respiratory infection respiratory viruses Result RNA RT-PCR test second wave Support tested unique Variation variety White blood cells [DOI] 10.1038/s43856-022-00129-0 [Article Type] Research
Modelling the prevalence of hepatitis B towards eliminating it as a major public health threat in ChinaArticle Published on 2022-06-132023-06-09 Journal: BMC Public Health [Category] B형 간염, [키워드] hepatitis B mathematical model Peripartum antiviral prophylaxis prediction Prevalence [DOI] 10.1186/s12889-022-13594-y PMC 바로가기
Research Into Mental Health Prediction of Community Workers Involved in the Prevention of COVID-19 Epidemic Based on Cloud ModelArticle Published on 2022-06-132023-07-09 Journal: Frontiers in Public Health [Category] COVID19(2023년), [키워드] Algorithm cloud model community staffs who preventing and controlling epidemic prediction Psychological well-being [DOI] 10.3389/fpubh.2022.898148 PMC 바로가기
SCD14-ST and New Generation Inflammatory Biomarkers in the Prediction of COVID-19 OutcomeCovid-19 결과의 예측에서 SCD14-ST 및 신세대 염증 바이오 마커Article Published on 2022-06-132022-08-31 Journal: Biomolecules [Category] COVID19(2023년), MERS, SARS, 바이오마커, [키워드] addition Biomarker Biomarkers canonical clinical feature Clinical features COVID-19 COVID-19 mortality COVID-19 positive patients CRP cytokine Cytokine storm Cytokines cytokines IL-6 died discharged disease Generation ICU ICU Patients IL-10 IL-6 immune immune biomarkers Infection inflammatory biomarkers Inflammatory marker inflammatory markers inflammatory parameters Laboratory Longitudinal evaluation longitudinal study New new infection outcome Patient plasma-EDTA predict prediction prediction of disease. prognostic SARS-CoV-2 SCD14-ST severity significantly higher suPAR the disease to define were measured [DOI] 10.3390/biom12060826 PMC 바로가기 [Article Type] Article