Modeling Predictive Age-Dependent and Age-Independent Symptoms and Comorbidities of Patients Seeking Treatment for COVID-19: Model Development and Validation StudyOriginal Paper Published on 2021-03-252022-10-30 Journal: Journal of Medical Internet Research [Category] COVID-19, SARS, [키워드] Admissions age analyzed app can be used caused Classifier clinical informatics Comorbidity correlated COVID-19 COVID-19 pandemic demographics development Elastic Epidemic Escalation expected feature Fever group Health care worker help hospital Hospitalization include indicated individual informatics information intensive care international public health medication Model modeling morbidity objective over pandemic participant Patient patients with COVID-19 populations positive prediction Predictive Predictive model Predictive modeling predictive models predictor Prevent reported Result risk selected Severe case severe fatigue Shortness of breath Symptom symptoms of COVID-19 tested the disease Treatment United Kingdom validation valuable resource World Health Organization Wuhan, China [DOI] 10.2196/25696 PMC 바로가기 [Article Type] Original Paper
A novel model to label delirium in an intensive care unit from clinician actionsResearch Article Published on 2021-03-092022-10-27 Journal: BMC Medical Informatics and Decision Making [Category] COVID-19, [키워드] Admission Area AUC classification Classifier clinical guideline clinically clinician confusional Curve database dataset datasets delirium develop EHR EHR data Electronic health record Electronic health records feature Health high risk Hurdle ICU identify IMPROVE independent intensive care intensive care unit labeling limit Logistic regression machine morbidity and mortality outcome outcomes Patient patients performed Precision Predictive model predictors Regression Research Result risk Risk factors supplementary material threshold vector was used [DOI] 10.1186/s12911-021-01461-6 PMC 바로가기 [Article Type] Research Article
Masks and distancing during COVID-19: a causal framework for imputing value to public-health interventionsArticle Published on 2021-03-042022-10-29 Journal: Scientific Reports [Category] COVID-19, [키워드] 95 % CI activity Analysis changes in Connecticut COVID-19 pandemic Data processing data-driven Effect evaluate Evolution facemask Intervention less machine learning Mask Massachusetts New York parameter Predictive model reduce Scientific community state [DOI] 10.1038/s41598-021-84679-8 PMC 바로가기 [Article Type] Article
A predictive internet-based model for COVID-19 hospitalization censusArticle Published on 2021-03-032022-10-04 Journal: Scientific Reports [Category] SARS, 진단, [키워드] approach association census conducted COVID-19 COVID-19 cases COVID-19 hospitalization COVID-19 pandemic COVID-19 patient demonstrated Epidemiology Google healthcare Healthcare system hospital resource hypothesis test Internet limitations Patient care Predictive Predictive model provided resource statistical Statistics strained Surveillance trend variable [DOI] 10.1038/s41598-021-84091-2 PMC 바로가기 [Article Type] Article
Effect of liver inflammation on accuracy of FibroScan device in assessing liver fibrosis stage in patients with chronic hepatitis B virus infectionArticle Published on 2021-02-212023-06-12 Journal: World journal of gastroenterology [Category] B형 간염, [키워드] FibroScan Fibrosis stage Hepatitis B virus Liver inflammation Liver stiffness measurement Predictive model [DOI] 10.3748/wjg.v27.i7.641 PMC 바로가기
Impact of the Covid-19 pandemic on perinatal mental health (Riseup-PPD-COVID-19): protocol for an international prospective cohort studyObservational Study Published on 2021-02-172022-10-04 Journal: BMC Public Health [Category] MERS, 임상, [키워드] Action age Albania Anxiety baseline Brazil BSI-18 Bulgaria carried changes in consequence contribute COPE coping mechanisms Corona country COVID-19 COVID-19 outbreak COVID-19 pandemic cross-sectional design Cyprus dataset Depression determine develop Epidemiology European country evaluate Evidence experience Factor follow-up assessment France GAD-7 Greece healthcare help hospitals Impact include Infant information International limitations Malta measure mental health Oxford pandemic Perinatal Portugal Post-traumatic stress disorders post-traumatic stress symptom Postpartum potential risk Predictive model Pregnancy pregnant prospective cohort study protective factor protocol Psychological distress PTSD public health emergency public health measure Questionnaires response risk Risk factors Spain Turkey United Kingdom women World Health Organization [DOI] 10.1186/s12889-021-10330-w PMC 바로가기 [Article Type] Observational Study
De novo design of new chemical entities for SARS-CoV-2 using artificial intelligence인공 지능을 사용하여 SARS-CoV-2에 대한 새로운 화학 물질의 새로운 설계Research Article Published on 2021-02-162022-08-31 Journal: Future Medicinal Chemistry [Category] MERS, SARS, 신약개발, 치료제, [키워드] 3CL 3CL Protease affected artificial intelligence candidate Compound COVID-19 de novo deep learning Economy Final focus Health inhibiting material Multiple Multiple studies Novel coronavirus novel coronavirus SARS-CoV-2 physicochemical Predictive model protease protease inhibitors Protein reinforcement reinforcement learning SARS-CoV-2 small molecule Small molecules target protein transfer Virtual screening virus replication were used [DOI] 10.4155/fmc-2020-0262 PMC 바로가기 [Article Type] Research Article
Clinical characteristics of COVID-19 complicated with pleural effusionResearch Article Published on 2021-02-152022-10-28 Journal: BMC Infectious Diseases [Category] COVID-19, MERS, [키워드] analyzed C-reactive protein Characteristics Chest computed tomography clinical clinical feature Clinical features clinical outcomes clinically collected complementary COVID-19 COVID-19 patient Critical critical condition D-dimer described examined exhibited hemoglobin Hospital stay identify incidence Inpatients laboratory result lactic dehydrogenase LDH Lymphocytes mortality rate Neutrophils oxygen oxygen saturation Patient patients with PE physical Platelets pleural effusion Predictive Predictive model Prognosis regression analysis Result Retrospective study risk factor severe inflammation severity of COVID-19 the patient total bilirubin Virus Disease White blood cells [DOI] 10.1186/s12879-021-05856-8 PMC 바로가기 [Article Type] Research Article
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
LACE Score-Based Risk Management Tool for Long-Term Home Care Patients: A Proof-of-Concept Study in TaiwanArticle Published on 2021-01-282024-09-02 Journal: International Journal of Environmental Research and Public Health [Category] 대상포진, [키워드] LACE score long-term care (LTC) long-term home care (LTHC) Predictive model readmission readmission risk management [DOI] 10.3390/ijerph18031135 PMC 바로가기 [Article Type] Article