Two novel nomograms for predicting the risk of hospitalization or mortality due to COVID-19 by the naïve Bayesian classifier methodArticle Published on 2021-05-012023-07-02 Journal: Journal of medical virology [Category] SARS, [키워드] COVID-19 Hospitalization Mortality nomogram prediction risk factor [DOI] 10.1002/jmv.26890 PMC 바로가기
Distinguishing Coronavirus Disease 2019 Patients From General Surgery Emergency Patients With the CIAAD Scale: Development and Validation of a Prediction Model Based on 822 Cases in ChinaMedicine Published on 2021-04-302022-10-31 Journal: Frontiers in Medicine [Category] COVID-19, [키워드] abdomen Algorithm Analysis applied Chest CT China clinical impact clinically conducted coronavirus disease COVID-19 COVID-19 patient COVID-19 patients CRP decision curve analysis develop development distinguishing effective Emergency enrolled evaluated Fever help identify independent predictor infectious acute abdomen management Model multivariable logistic regression nomogram Nucleic acid detection operator Patient PCT prediction Prediction model prediction scale receiver ROC selected surgeon surgery the epidemic validation validation cohort validation cohorts variables WBC [DOI] 10.3389/fmed.2021.601941 PMC 바로가기 [Article Type] Medicine
Time-to-Death Longitudinal Characterization of Clinical Variables and Longitudinal Prediction of Mortality in COVID-19 Patients: A Two-Center StudyMedicine Published on 2021-04-292022-10-31 Journal: Frontiers in Medicine [Category] COVID-19, [키워드] acute respiratory syndrome analyzed AUC biochemical build C-reactive protein Cell Characteristics characterization clinical clinical marker clinical variable clinical variables cohort study Coronavirus-2 COVID-19 D-dimer death demonstrated Deterioration discharge evaluated fluctuation Hospital admission Intervention lactate dehydrogenase longitudinal Lymphocytes measurement Mortality New York non-survivor Non-survivors outcome Patient performance physiological polymerase chain positive predicted prediction Predictive predictor Prevent procalcitonin progression provide receiver operating characteristics respiratory rate SARS-CoV-2 survivor Survivors Temporal Tongji Hospital trend university variable were used with COVID-19 Wuhan, China [DOI] 10.3389/fmed.2021.661940 PMC 바로가기 [Article Type] Medicine
Prediction of confirmed cases of and deaths caused by COVID-19 in Chile through time series techniques: A comparative study시계열 기법을 통한 칠레 코로나19 확진자와 사망자 예측: 비교연구Comparative Study Published on 2021-04-292022-09-10 Journal: PLoS ONE [Category] MERS, SARS, 치료기술, [키워드] Accuracy affected alternative approach ARIMA Behavior caused Characteristics confirmed case confirmed cases containment measures country COVID-19 COVID-19 cases dataset death deaths diagnose evaluated example Health Organizations indicated Infection information methodology moving average multi-organ failure number of deaths organization pandemic Poisson model Poisson models predict prediction projection public health Research resource Result Smoothing Spread spread of COVID-19 training set treated [DOI] 10.1371/journal.pone.0245414 PMC 바로가기 [Article Type] Comparative Study
Predictability of COVID-19 Hospitalizations, Intensive Care Unit Admissions, and Respiratory Assistance in Portugal: Longitudinal Cohort StudyOriginal Paper Published on 2021-04-282022-10-30 Journal: Journal of Medical Internet Research [Category] COVID-19, MERS, SARS, [키워드] Admissions assistance candidate Care clinical decision clinical informatics Cohort Comorbidity conducted COVID-19 COVID-19 pandemic Data Modeling health care systems Hospitalization hospitalizations In-hospital individual infected individual Infection intensive care intensive care admissions intensive care unit longitudinal machine learning machine learning approach management medical need objective outcome over performed Portugal positive Precision predict predictability prediction Predictive model predictive models predictor provided respiratory respiratory assistance Result retrospective cohort SARS-COV-2 infection Stage Support Survivability symptom onset variables was used [DOI] 10.2196/26075 PMC 바로가기 [Article Type] Original Paper
Machine Learning–Based Prediction of Growth in Confirmed COVID-19 Infection Cases in 114 Countries Using Metrics of Nonpharmaceutical Interventions and Cultural Dimensions: Model Development and ValidationOriginal Paper Published on 2021-04-232022-10-30 Journal: Journal of Medical Internet Research [Category] COVID-19, MERS, SARS, [키워드] Accuracy AdaBoost adaptive artificial intelligence Confirmed Confirmed COVID-19 infection country COVID-19 COVID-19 infection COVID-19 infections COVID-19 pandemic Cultural cultural dimensions cumulative development dimension dimensions Effects Epidemiology evaluate FIVE Forecast Government growth Infection informatics Intervention machine machine learning machine learning model Metrics mitigate Model moderate National nonpharmaceutical intervention Nonpharmaceutical interventions objective Oxford predict prediction provide R 2 random Random forest reported response Result validation [DOI] 10.2196/26628 PMC 바로가기 [Article Type] Original Paper
Prediction Models for Public Health Containment Measures on COVID-19 Using Artificial Intelligence and Machine Learning: A Systematic ReviewReview Published on 2021-04-232022-10-29 Journal: International Journal of Environmental Research an [Category] COVID-19, MERS, SARS, [키워드] activity applied artificial artificial intelligence Combination Containment COVID-19 COVID-19 pandemic effective Effectiveness Epidemic epidemiological evaluate help implementation initiated intelligence Intervention lockdown machine machine learning measure Model outbreak pandemic positive prediction prediction models Public Public health intervention Public health interventions quarantine review SARS-CoV-2 School severe acute respiratory syndrome coronavirus-2 social distancing Spread sustained systematic review the SARS-CoV-2 to define [DOI] 10.3390/ijerph18094499 PMC 바로가기 [Article Type] Review
Machine Learning Models for Image-Based Diagnosis and Prognosis of COVID-19: Systematic ReviewReview Published on 2021-04-232022-10-31 Journal: JMIR Medical Informatics [Category] COVID-19, [키워드] age Algorithm Analysis article assessment Bia Care Chest Comorbidities Computed tomography COVID-19 deep Deep Learning Method determine Diagnosis diagnosis of COVID-19 diagnostic disease severity effective eligibility evaluated external validation for inclusion Gender groups Health help high risk IMPROVE information item Laboratory lack machine machine learning Model MOST objective patients patients with COVID-19 prediction predictor Prognosis ProQuest randomization reduce reported Reporting Research Result retrieved review Study participants study population Symptoms the disease was performed Web of Science [DOI] 10.2196/25181 PMC 바로가기 [Article Type] Review
Prediction of COVID-19 with Computed Tomography Images using Hybrid Learning Techniques하이브리드 학습 기법을 사용한 컴퓨터 단층 촬영 이미지로 코로나19 예측Research Article Published on 2021-04-222022-09-12 Journal: Disease Markers [Category] MERS, 진단, [키워드] Accuracy Analysis carried chain Classifier COVID-19 Data analysis deep learning detection rate diagnosing early stage hybrid Image Infection learning machine learning classifier outcome prediction reaction RT-PCR sensitivity specificity technique [DOI] 10.1155/2021/5522729 PMC 바로가기 [Article Type] Research Article
Prediction of Covid-19 spreading and optimal coordination of counter-measures: From microscopic to macroscopic models to Pareto frontsResearch Article Published on 2021-04-222022-10-28 Journal: PLoS ONE [Category] COVID-19, MERS, SARS, [키워드] applicability caused Combination data-driven death disease Disease progression effective future infection health systems Inclusion Infection Intervention less macroscopic outlined pandemic positive prediction Prevent quarantine resulting set Self-isolation social distancing Treatment vaccination virus [DOI] 10.1371/journal.pone.0249676 PMC 바로가기 [Article Type] Research Article