Utilization of Random Forest Classifier and Artificial Neural Network for Predicting Factors Influencing the Perceived Usability of COVID-19 Contact Tracing “MorChana” in Thailand태국에서 COVID-19 접촉 추적 "MorChana"의 인지된 사용성에 영향을 미치는 요인을 예측하기 위한 랜덤 포레스트 분류기 및 인공 신경망 활용Article Published on 2022-06-292022-09-11 Journal: International Journal of Environmental Research an [Category] COVID19(2023년), SARS, 변종, [키워드] acceptance Accuracy affecting ANN artificial Artificial neural network cause causes Classifier condition Contact Contact tracing convenience sampling COVID-19 COVID-19 pandemic evaluate Factor forest framework Government habit help human behavior Intention machine learning algorithm Machine learning algorithms methodology mitigate motivation Mutation network Neural Perceived protection random Random forest random forest classifier reduce response severity Spread suggested technology theory tracing Usability utilization variants virus [DOI] 10.3390/ijerph19137979 PMC 바로가기 [Article Type] Article
Machine learning and semi-targeted lipidomics identify distinct serum lipid signatures in hospitalized COVID-19-positive and COVID-19-negative patientsResearch article Published on 2022-06-012022-10-05 Journal: Metabolism: clinical and experimental [Category] 바이오마커, 진단, 치료기술, [키워드] alteration Analysis analyzed arachidonic acid artificial intelligence bile acid cause clinical decision COVID-19 COVID-19 infection disease Diseases healthy subject healthy subjects healthy volunteers highlight Hospitalized hospitalized patient Host identify immunological responses IMPROVE Inflammation Interaction involved Lipid lipid metabolism Lipidomics machine machine learning machine learning algorithm notable parameter pathophysiology Patient patients patients hospitalized Phosphatidylcholine quantified reported Result secondary bile acid serum the healthy viral infection was performed [DOI] 10.1016/j.metabol.2022.155197 [Article Type] Research article
Prediction Model of Adverse Effects on Liver Functions of COVID-19 ICU PatientsCOVID-19 ICU 환자의 간 기능에 대한 부작용 예측 모델Article Published on 2022-04-252022-09-11 Journal: Journal of Healthcare Engineering [Category] COVID19(2023년), SARS, 치료기술, [키워드] Adverse age ANN assist caused Classifier classifiers collected data country COVID-19 Decision tree develop disease Effect feature function global health Health ICU ICU Patients Illness severity Infection input Laboratory testing liver Liver damage liver diseases liver failure lockdowns machine machine learning machine learning algorithm Machine learning algorithms medical staff Model Naïve Bayes Organ failure outcome patient data patients performed predict prediction Predictive model predictive models risk SARS-CoV-2 severe disease social distancing susceptible SVM tested Topic Treatment variable virus [DOI] 10.1155/2022/4584965 PMC 바로가기 [Article Type] Article
The serum of COVID-19 asymptomatic patients up-regulates proteins related to endothelial dysfunction and viral response in circulating angiogenic cells ex-vivoCOVID-19 무증상 환자의 혈청은 생체 외 순환하는 혈관 신생 세포에서 내피 기능 장애 및 바이러스 반응과 관련된 단백질을 상향 조절합니다Article Published on 2022-04-092022-09-12 Journal: Molecular Medicine [Category] COVID19(2023년), SARS, 진단, [키워드] Activation acute respiratory syndrome applied approach Asymptomatic Asymptomatic COVID-19 asymptomatic individual Asymptomatic individuals asymptomatic patient caused Cell cellular change circulating Circulating angiogenic cells Coagulation coronavirus correlated COVID-19 COVID-19 negative critical COVID-19 patients death Donor donors endothelial Endothelial dysfunction Endothelial progenitor cells evaluated Ex vivo Factor highest ICAM-1 identify IgG immune response incubated individuals Infection infective Inflammatory Inflammatory response inhibitor initial machine learning algorithm marker pathway PCR platform positive potential long-term sequelae promote promoted Protein protein level proteomics provoke Quantitative responsible SARS-CoV-2 SARS-COV-2 infection serum significantly Stage Symptoms Thromboembolic event TLR2 transmissions treated triggered understanding up-regulate up-regulated Vascular Vascular damage viral infection virus virus entry while [DOI] 10.1186/s10020-022-00465-w PMC 바로가기 [Article Type] Article
An Ensemble Learning Model for COVID-19 Detection from Blood Test SamplesArticle Published on 2022-03-132022-11-16 Journal: Sensors (Basel, Switzerland) [Category] 치료기술, [키워드] Accuracy AdaBoost approach AUC Blood blood tests Classifier clinician CNN conducted COVID-19 COVID-19 disease current dataset datasets decision deep learning descent detection detection system develop diagnose Diagnosis diagnostic Diagnostic model diagnostics Discriminant effective Ensemble learning experiment feature forest Gradient Laboratory learning limitation machine learning algorithm Model Naïve Bayes outperform Passive perceptron polymerase chain Regression Research reverse transcription ridge RT-PCR Sample San Raffaele Hospital small data. stochastic support vector machine Test tree virus [DOI] 10.3390/s22062224 PMC 바로가기
A Hybrid Feature Extraction Method for Nepali COVID-19-Related Tweets ClassificationResearch Article Published on 2022-03-092022-10-31 Journal: Computational Intelligence and Neuroscience [Category] Coronavirus, MERS, SARS, [키워드] AdaBoost classification Classifier COVID-19 dataset death decision evaluate extraction feature Features forest hybrid Infection information machine learning algorithm machine learning classifier media Mental Naïve Bayes negative Nepali language nine outperform perceptron provide Regression second support vector machine tree trees triggered virus viruses [DOI] 10.1155/2022/5681574 PMC 바로가기 [Article Type] Research Article
Don’t you tweet me badly: Anxiety contagion between leaders and followers in computer-mediated communication during COVID-19Observational Study Published on 2022-03-042022-10-04 Journal: PLoS ONE [Category] MERS, SARS, 임상, [키워드] addition affected Anxiety Contagion COVID-19 COVID-19 pandemic emotional less machine learning algorithm media organization pandemic Regression spike susceptible [DOI] 10.1371/journal.pone.0264444 PMC 바로가기 [Article Type] Observational Study
Precision Public Health and Structural Racism in the United States: Promoting Health Equity in the COVID-19 Pandemic ResponseViewpoint Published on 2022-03-042022-10-31 Journal: JMIR Public Health and Surveillance [Category] COVID-19, MERS, SARS, [키워드] approach component COVID-19 COVID-19 pandemic data-driven discrimination disparity Effect equity ethnic group Health health equity hospital inequality influences Intervention machine learning algorithm morbidity Mortality pandemic Particular Perspective Precision precision health Precision public health predict Promoting Public public health Racial racism response SARS-CoV-2 Social Justice Stigma Structural racism The United States [DOI] 10.2196/33277 PMC 바로가기 [Article Type] Viewpoint
MALDI-TOF mass spectrometry of saliva samples as a prognostic tool for COVID-19Research Article Published on 2022-02-272022-10-30 Journal: Journal of Oral Microbiology [Category] COVID-19, [키워드] Accuracy approach Biomarkers clinics conditions COVID-19 COVID-19 severity dataset Diagnosis diagnostic disease implementation independent machine learning algorithm Patient Prognosis prognosis of diseases prognostic proteomic proteomics public health reported Result Saliva SARS-CoV-2 SARS-COV-2 infection sensitivity Sensitivity and specificity specificity submitted tested therapy train model Vaccine [DOI] 10.1080/20002297.2022.2043651 PMC 바로가기 [Article Type] Research Article
Are You Wearing a Mask? Detecting If a Person Wears a Mask Using a Wristband마스크를 쓰고 있습니까? 팔찌를 사용하여 사람이 마스크를 착용하는지 감지Article Published on 2022-02-232022-09-10 Journal: Sensors (Basel, Switzerland) [Category] COVID19(2023년), MERS, SARS, 치료기술, [키워드] accelerometer Accuracy analyzed best CNN CNNs code of conduct collected Compliance Convolutional neural networks coronavirus COVID-19 deep learning detect Diseases effective effort Government Health hygiene IMU Infection Infectious diseases IR array machine learning machine learning algorithm Machine learning algorithms majority management Mask mask wearing measure outbreak Participation Person personal hygiene personal hygiene management Prevent social distancing South Spread subjects the disease trajectory was obtained wear wearing were used wristband [DOI] 10.3390/s22051745 PMC 바로가기 [Article Type] Article