ANTi-Vax: a novel Twitter dataset for COVID-19 vaccine misinformation detectionANTi-Vax: COVID-19 백신 잘못된 정보 탐지를 위한 새로운 Twitter 데이터 세트Article Published on 2022-02-012022-09-11 Journal: Public health [Category] Coronavirus, COVID19(2023년), SARS, 치료기술, [키워드] collected COVID-19 COVID-19 vaccine COVID-19 vaccines dataset death deep deep learning effective glimmer globe Hope machine machine learning algorithm media misinformation Misinformation detection natural language natural language processing pandemic pathway Precision precision and recall provided recall Research resulting SARS-CoV-2 social media social media platforms Spread text Text classification transformer Vaccine Vaccine hesitancy Vaccines was obtained [DOI] 10.1016/j.puhe.2021.11.022 PMC 바로가기 [Article Type] Article
A knowledge graph to interpret clinical proteomics data Research Published on 2022-01-312022-10-05 Journal: Nature biotechnology [Category] 바이오마커, 신약개발, 진단, [키워드] accelerate Analysis Biomarker clinical clinically database flexible help Implementing Interpretation knowledge Knowledge graph machine learning algorithm platform Precision proteomics proteomics data provide Spread statistical [DOI] 10.1038/s41587-021-01145-6 [Article Type] Research
The Development and Validation of Simplified Machine Learning Algorithms to Predict Prognosis of Hospitalized Patients With COVID-19: Multicenter, Retrospective StudyOriginal Paper Published on 2022-01-212022-10-30 Journal: Journal of Medical Internet Research [Category] COVID-19, SARS, [키워드] 95% CI acute respiratory distress Admission age albumin Algorithm Analysis approach AUC baseline Blood Blood urea nitrogen Care characteristic Clinical characteristics clinical feature clinical utility clinically cognitive cohort study collected Community covariate COVID-19 COVID-19 pandemic database deaths demonstrated develop development diagnosed diastolic discriminatory power disease severity disorder EHR evaluate groups Health help high accuracy High-risk patients Hospital admission Hospitalized ICU ICU admissions in-hospital mortality intensive care machine learning machine learning algorithm mechanical ventilator mechanically ventilated multicenter objective offer pandemic Patient patients patients with COVID-19 performed physician positive predict Predictive predictive algorithm predictor produced prognostic prognostic model provide pulse Randomly resource resources Respiratory failure Result risk factor risk score SARS-CoV-2 second wave sensitivity specificity stroke study cohort syndrome temperature tested The United States thresholds utility validation with COVID-19 [DOI] 10.2196/31549 PMC 바로가기 [Article Type] Original Paper
An explainable machine learning-based clinical decision support system for prediction of gestational diabetes mellitusArticle Published on 2022-01-212022-10-04 Journal: Scientific Reports [Category] 바이오마커, [키워드] Accuracy Antenatal applied assist baseline benefit Biomarker Blood Characteristics clinical decision clinician Computer science Consequences costly explained FIVE gestational diabete Gestational diabetes identify initiated Intervention machine learning algorithm Maternal mother Neonatal obesity oversampling Patient Pregnancy reduce risk Support time-consuming were used women [DOI] 10.1038/s41598-022-05112-2 PMC 바로가기 [Article Type] Article
Comparing machine learning algorithms for predicting COVID-19 mortalityResearch Published on 2022-01-042022-10-27 Journal: BMC Medical Informatics and Decision Making [Category] COVID-19, [키워드] Accuracy Admission age alanine aminotransferase Algorithm artificial intelligence Ayatollah calculated can be used characteristic Clinicians Confusion coronavirus coronavirus disease COVID-19 COVID-19 mortality deaths demonstrated Dyspnea eligible patient Experimental result facilitate high risk hospitalized patient hospitalized patients ICU admission information interquartile Intervention Iran lowest machine machine learning machine learning algorithm men Metrics Mortality Oxygen therapy Platelet Precision predict Prediction hospital mortality Predictive predictive models predictor predictors random Result risk of death ROC sensitivity specificity study participant survivor the median the patient women [DOI] 10.1186/s12911-021-01742-0 PMC 바로가기 [Article Type] Research
Comparing machine learning algorithms for predicting COVID-19 mortalityResearch Published on 2022-01-042022-10-27 Journal: BMC Medical Informatics and Decision Making [Category] Coronavirus, COVID-19, SARS, [키워드] Accuracy Admission age alanine aminotransferase Algorithm artificial intelligence Ayatollah calculated can be used characteristic Clinicians Confusion coronavirus coronavirus disease COVID-19 COVID-19 mortality deaths demonstrated Dyspnea eligible patient Experimental result facilitate high risk hospitalized patient hospitalized patients ICU admission information interquartile Intervention Iran lowest machine machine learning machine learning algorithm men Metrics Mortality Oxygen therapy Platelet Precision predict Prediction hospital mortality Predictive predictive models predictor predictors random Result risk of death ROC sensitivity specificity study participant survivor the median the patient women [DOI] 10.1186/s12911-021-01742-0 PMC 바로가기 [Article Type] Research
Detecting COVID-19-Related Fake News Using Feature Extraction특징 추출을 사용한 코로나19 관련 가짜 뉴스 탐지Public Health Published on 2022-01-042022-09-11 Journal: Frontiers in Public Health [Category] MERS, SARS, 치료기술, [키워드] Accuracy Algorithm Anxiety carried classification Classifier collected COVID-19 COVID-19 pandemic dataset digital marketing electronic media evaluated exposure to extraction Factors fake news feature Feature extraction Feature selection fusion information lead machine learning machine learning algorithm media Metrics New NEWS outperform performed piece random Random forest social media Spread spreading tokenization [DOI] 10.3389/fpubh.2021.788074 PMC 바로가기 [Article Type] Public Health
Exploration of SARS-CoV-2 3CL pro Inhibitors by Virtual Screening Methods, FRET Detection, and CPE Assay가상 스크리닝 방법, FRET 감지 및 CPE 분석에 의한 SARS-CoV-2 3CL pro 억제제 탐색Article Published on 2021-12-272022-09-11 Journal: Journal of Chemical Information and Modeling [Category] SARS, 치료기술, 치료제, [키워드] 3CL pro Algorithm Analysis Antiviral effect Bayesian binding mechanism biological activity caused CDOCKER component Compound compounds coronavirus COVID-19 CPE cross Cytopathic effect database detection determined by drugs eight energy transfer exploration half-maximal inhibitory concentration indicated information inhibiting inhibitor machine learning algorithm Machine learning algorithms machine learning model molecular naïve Novel coronavirus predicted protease Replication SARS-CoV-2 Screening scutellarein selected trihydroxyflavone two-dimensional was determined [DOI] 10.1021/acs.jcim.1c01089 PMC 바로가기 [Article Type] Article
Predictors for extubation failure in COVID-19 patients using a machine learning approach기계 학습 접근 방식을 사용하는 COVID-19 환자의 발관 실패 예측자Multicenter Study Published on 2021-12-272022-09-12 Journal: Critical Care [Category] 진단, [키워드] Analysis approach body mass index C-reactive protein calculate Characteristics clinical observations COVID patient COVID-19 patient Critically ill Critically ill patient cutoff value data extraction death demographics Determining Electronic health records eligible extubation Extubation failure fraction Glasgow coma scale granular identify include inflammatory parameters intensive care intubated patient Laboratory less leukocyte machine learning algorithm median medications mortality rate multicenter neurological oxygen Patient patients performed Physicians Potential prediction predictor predictors Probability Result Risk factors secondary outcome selected supplementary material Support thrombocyte ventilatory vital signs Volume warehouse was used were excluded with COVID-19 [DOI] 10.1186/s13054-021-03864-3 PMC 바로가기 [Article Type] Multicenter Study
Passive detection of COVID-19 with wearable sensors and explainable machine learning algorithmsArticle Published on 2021-12-082022-10-04 Journal: NPJ Digital Medicine [Category] 치료기술, [키워드] absence Algorithm Analysis association Asymptomatic AUC Biomarkers changes in Cohort conditions correlation COVID-19 COVID-19 infection enrolled exhibited explain female Fever Hospitalization identify individual individuals Infection Infectious diseases machine learning algorithm nasopharyngeal not be collected Passive PCR swab platform positive pre-symptomatic Predictive provided reported self-reported symptom shown symptomatic symptomatic individual temperature tested were excluded [DOI] 10.1038/s41746-021-00533-1 PMC 바로가기 [Article Type] Article