The Development of Machine Learning Methods in Discriminating Secretory Proteins of Malaria Parasitearticle Published on 2022-12-312024-09-01 Journal: Current Medicinal Chemistry [Category] 말라리아, [키워드] Algorithm Amino acid machine learning malaria parasite prediction secretory proteins [Article Type] article
Supervised Machine Learning Models to Identify Early-Stage Symptoms of SARS-CoV-2Article Published on 2022-12-212023-07-11 Journal: Sensors (Basel, Switzerland) [Category] COVID19(2023년), [키워드] Data analysis healthcare machine learning prediction SARS-CoV-2 [DOI] 10.3390/s23010040 PMC 바로가기
Machine learning-based scoring system to predict in-hospital outcomes in patients hospitalized with COVID-19Observational Study Published on 2022-12-012023-07-10 Journal: Archives of cardiovascular diseases [Category] COVID19(2023년), [키워드] COVID-19 prediction Prognosis risk score SARS-CoV-2 [DOI] 10.1016/j.acvd.2022.08.003 PMC 바로가기 [Article Type] Observational Study
Global cirrhosis prevalence trends and attributable risk factors-an ecological study using data from 1990-2019Article Published on 2022-12-012023-06-12 Journal: Liver international : official journal of the Inte [Category] B형 간염, [키워드] Hepatitis Intervention Liver disease prediction Time series [DOI] 10.1111/liv.15421
Construction and validation of a COVID-19 pandemic trend forecast model based on Google Trends data for smell and taste lossArticle Published on 2022-12-012023-07-11 Journal: Frontiers in Public Health [Category] COVID19(2023년), [키워드] big data COVID-19 prediction Smell Taste [DOI] 10.3389/fpubh.2022.1025658 PMC 바로가기
Prediction of global omicron pandemic using ARIMA, MLR, and Prophet modelsArticle Published on 2022-10-282022-11-16 Journal: Scientific Reports [Category] COVID19(2023년), SARS, 변종, [키워드] ARIMA Characteristics confirmed case COVID-19 database evaluated incidence Infectious disease MAE mean absolute error MLR omicron outbreak pandemic prediction Research Sample size selected variant were used [DOI] 10.1038/s41598-022-23154-4 PMC 바로가기
Healthcare-Associated COVID-19 across Five Pandemic Waves: Prediction Models and Genomic AnalysesArticle Published on 2022-10-182022-11-16 Journal: Viruses [Category] COVID19(2023년), SARS, 유전자 메커니즘, [키워드] addition analyses Analysis benefit BMI C-reactive protein Cluster cluster analysis Control COVID-19 CRP death ECDC European Factor frailty Genome sequencing genomic Genomic analysis genomic data HAI healthcare worker healthcare-associated COVID-19 Hospital-acquired infection identify Infection management Model Negative predictive value nosocomial outbreak NPV pandemic Patient performed Positive predictive value PPV predict prediction prediction modelling. ROC SARS-CoV-2 SARS-COV-2 infection significantly thrombocyte university hospital variable [DOI] 10.3390/v14102292 PMC 바로가기
Application of a Decision Tree Model to Predict the Outcome of Non-Intensive Inpatients Hospitalized for COVID-19Article Published on 2022-10-112022-11-15 Journal: International Journal of Environmental Research an [Category] 진단, [키워드] Accuracy application applied approach Blood clinical aspect clinician coronavirus disease COVID-19 decision Disease progression evaluate haematochemical parameters Health help Immunoglobulin information Inpatient intensive care units International machine learning Model normalized outcome outcomes parameter Patient patients with COVID-19 physician prediction predictor Prognostic markers Prospective Study Prothrombin time repeated Research Retrospective study risk of death sensitivity specificity threshold to define tree worsening [DOI] 10.3390/ijerph192013016 PMC 바로가기
Five-week warning of COVID-19 peaks prior to the Omicron surge in Detroit, Michigan using wastewater surveillanceResearch article Published on 2022-10-012022-10-05 Journal: The Science of the total environment [Category] COVID19(2023년), SARS, 변종, 치료기술, [키워드] addition authority average city collected Community Concentration conducted confirmed COVID-19 case correlated correlation COVID-19 COVID-19 case COVID-19 incidence Daily Detroit early warning effective Epidemiology evaluated explain fluctuation Genes Great Lake indicated N1 and N2 normalized omicron Outbreaks parameter parameters prediction quantified ranged SARS-CoV-2 statistical statistical model study period Surveillance Wastewater-based-epidemiology (WBE) water [DOI] 10.1016/j.scitotenv.2022.157040 [Article Type] Research article
Weather integrated malaria prediction system using Bayesian structural time series model for northeast states of Indiaarticle Published on 2022-09-302024-09-01 Journal: Environmental Science and Pollution Research International [Category] 말라리아, [키워드] Arunachal Pradesh Assam BSTS model Climate variables India malaria Mean absolute error (MAE) Northeast region prediction Root mean square errors (RMSE) SARIMAX model Symmetric mean absolute percentage error (SMAPE) [Article Type] article