A Machine Learning Prediction Model of Respiratory Failure Within 48 Hours of Patient Admission for COVID-19: Model Development and ValidationObservational Study Published on 2021-02-102022-10-04 Journal: Journal of Medical Internet Research [Category] MERS, 임상, [키워드] 48 hour Accuracy Admission Admitted Patient age artificial intelligence Care characteristic clinical decision collected COVID-19 demographic characteristics Deterioration development died discharged disease Early warning score Emergency failure help highest hospital hour index Invasive mechanical ventilation laboratory data Logistic regression machine learning machine learning approach Metrics Model modeling morbidity and mortality objective oxygen pandemic Patient patients patients with COVID-19 predict prediction Predictive Predictive model predictor variable prognostic reduce resources respiratory Respiratory failure respiratory rate Result risk score serum lactate severe acute respiratory syndrome coronavirus 2 Support the patient validation variable with COVID-19 [DOI] 10.2196/24246 PMC 바로가기 [Article Type] Observational Study
Rapid review of COVID-19 epidemic estimation studies for IranResearch Article Published on 2021-02-012022-10-28 Journal: BMC Public Health [Category] COVID-19, MERS, [키워드] 95% confidence interval articles Cases combinations Course COVID-19 COVID-19 epidemic cumulative death deaths disease disease models Epidemic estimate estimation heterogeneity highest increase Iran lowest manuscript Mask methodology Model outcomes pandemic performed predict predicted prediction Prevent provided Rapid reported researcher Result searched statistical supplementary material the epidemic [DOI] 10.1186/s12889-021-10183-3 PMC 바로가기 [Article Type] Research Article
Prediction of liver-related events in patients with compensated HBV-induced cirrhosis receiving antiviral therapyArticle Published on 2021-02-012023-06-13 Journal: Hepatology international [Category] B형 간염, [키워드] antiviral therapy HBV-induced cirrhosis Liver-related events prediction [DOI] 10.1007/s12072-020-10114-1
Clinical and epidemiological features discriminating confirmed COVID-19 patients from SARS-CoV-2 negative patients at screening centres in Madagascar마다가스카르 스크리닝 센터에서 코로나19 확진자와 SARS-CoV-2 음성 환자를 구별하는 임상 및 역학적 특징Article Published on 2021-02-012022-09-11 Journal: International Journal of Infectious Diseases [Category] SARS, 치료기술, [키워드] age Ageusia Anosmia arthralgia chest pain clinical Clinical findings Clinical sign Clinical signs Cluster Community confirmed case confirmed cases Contact tracing cough COVID-19 COVID-19 in patients COVID-19 patient COVID-19 patients Critical epidemiological Evidence evidence of feature Fever help high risk identify incidence Infection Isolation limit Mortality multivariate logistic regression myalgia negative patients neighbourhood Patient patients prediction Probability reducing SARS-CoV-2 SARS-CoV-2 PCR testing score Screening Signs and symptoms sore throat Spread Symptom symptoms onset Transmission undergo virus [DOI] 10.1016/j.ijid.2020.11.151 PMC 바로가기 [Article Type] Article
Potential compound from herbal food of Rhizoma Polygonati for treatment of COVID-19 analyzed by network pharmacology: Viral and cancer signaling mechanismsResearch article Published on 2021-02-012022-10-05 Journal: Journal of Functional Foods [Category] 치료법, [키워드] 3CL hydrolase analyzed binding Cancer China Chinese component Compound COVID-19 database docked enzyme II higher affinity homology host cell mechanism molecular docking NCBI network pharmacology New coronavirus pneumonia other compound pandemic Potential prediction Protein Rhizoma polygonati RNA-dependent RNA polymerase SARS-CoV-2 SARS-CoV-2 protein Signaling spike target targets TCMSP tested treating COVID-19 Treatment [DOI] 10.1016/j.jff.2020.104149 [Article Type] Research article
Diaphragmatic thickening fraction as a potential predictor of response to continuous positive airway pressure ventilation in Covid-19 pneumonia: A single-center pilot studyObservational Study Published on 2021-02-012023-06-19 Journal: Respiratory physiology & neurobiology [Category] MERS, SARS, [키워드] COVID-19 Diaphragmatic thickening fraction ICU non-invasive ventilation prediction Respiratory failure [DOI] 10.1016/j.resp.2020.103585 PMC 바로가기 [Article Type] Observational Study
Regional forecasting of COVID-19 caseload by non-parametric regression: a VAR epidemiological modelResearch Article Published on 2021-02-012022-10-27 Journal: AIMS Public Health [Category] COVID-19, [키워드] Accuracy association caused challenge Community COVID-19 COVID-19 pandemic data-driven disease disease incidence Effect epidemiological Epidemiology IMPROVE include Inference Intervention introduced macroscopic Model morbidity and mortality New York City Novel coronavirus objective pandemic prediction produced public health R 2 reduce Regional Result SARS-CoV-2 SIR tested VAR vector autoregression [DOI] 10.3934/publichealth.2021010 PMC 바로가기 [Article Type] Research Article
Prediction of SARS-CoV Interaction with Host Proteins during Lung Aging Reveals a Potential Role for TRIB3 in COVID-19Short Communication Published on 2021-02-012022-10-28 Journal: Aging and Disease [Category] COVID-19, [키워드] α-hydroxylinoleic acid ACE2 aging alveolar damage alveolar epithelial cell analyzed Cell cellular coronavirus COVID-19 decrease decreased expression develop drug evaluated explain Express expressed expression Factor Functional enrichment analysis Genes help homolog Host human protein-coding gene individual individuals Infection lung lung aging male metabolism mitotic nucleocapsid protein Older Patient perturbations Pneumonia Potential potential therapy predicted prediction prevalent Protein Replication reported Respiratory failure RNA-dependent RNA polymerase role SARS-CoV SARS-CoV-2 SARS-COV-2 infection SARS-CoV-2 receptor Severe case single-cell stimulate susceptibility the disease transcriptional change TRIB3 tribbles homolog 3 virus infection viruses [DOI] 10.14336/AD.2020.1112 PMC 바로가기 [Article Type] Short Communication
Predicting severe or critical symptoms in hospitalized patients with COVID-19 from Yichang, China중국 이창에서 코로나19로 입원한 환자의 중증 또는 중대 증상 예측Research Paper Published on 2021-01-312022-08-31 Journal: Aging (Albany NY) [Category] MERS, SARS, 바이오마커, [키워드] 95% CI 95% confidence interval Accuracy albumin blood cell C-index China Committee coronavirus disease Coronavirus disease 2019 correlations COVID-19 COVID-19 diagnosis Critical diagnosed diagnostic eight enrolled estimate Evidence Factor Factors FIVE Health Committee hospitalized patient identify independent Lactate lactate dehydrogenase Mild neutrophil nomogram Odds ratio Patient patients with COVID-19 potential risk prediction propensity score matching released retained risk severe or critical symptoms significantly statistical adjustment Symptom Treatment White blood cell with COVID-19 [DOI] 10.18632/aging.202261 PMC 바로가기 [Article Type] Research Paper
Lymphopenia as a Biological Predictor of Outcomes in COVID-19 Patients: A Nationwide Cohort StudyArticle Published on 2021-01-262022-10-31 Journal: Cancers [Category] COVID-19, [키워드] 95% CI absolute lymphocyte acute respiratory syndrome adjusted odds ratio Biological caused Clinical outcome Clinical use Cohort contributed coronavirus coronavirus disease COVID-19 COVID-19 mortality COVID-19 patients current Factor granularity greater group Health identify initial intensity Intensive intensive care Intervention invasive ventilation Korean lymphopenia management Medical resources Mild-to-moderate Mortality mortality rate multivariable Oxygen requirements oxygen supply pandemic Patient patients with COVID-19 poor prognosis predict prediction Predictive prognostic Prognostic marker required resources rising SARS-CoV-2 severe disease course severity significantly significantly higher simple survival [DOI] 10.3390/cancers13030471 PMC 바로가기 [Article Type] Article