COVID-19 prognostic modeling using CT radiomic features and machine learning algorithms: Analysis of a multi-institutional dataset of 14,339 patientsResearch article Published on 2022-06-012022-10-05 Journal: Computers in biology and medicine [Category] 바이오마커, [키워드] Algorithm ANOVA AUC automatically can be used characteristic Classifier classifiers clinical setting Combination COVID-19 COVID-19 patients dataset datasets evaluated feature Features forest heterogeneous highest intensity lung machine learning Patient performed positive Positive test predictive power Prognosis prognostic Radiomics relief reported Result robust RT-PCR sensitivity Sensitivity and specificity Seven specificity splitting statistically significant test dataset X-ray CT [DOI] 10.1016/j.compbiomed.2022.105467 [Article Type] Research article
Generalizability assessment of COVID-19 3D CT data for deep learning-based disease detectionResearch article Published on 2022-06-012022-10-05 Journal: Computers in biology and medicine [Category] 치료기술, [키워드] 3D convolutional neural network 3D CT scan Accuracy artificial intelligence Combination COVID-19 dataset datasets deep learning disease detection evaluate feasible FIVE Generalizability help highest indicated Lung involvement detection methodology positive produced Result separated splitting time-consuming transfer was performed while [DOI] 10.1016/j.compbiomed.2022.105464 [Article Type] Research article
The first three waves of the Covid-19 pandemic hint at a limited genetic repertoire for SARS-CoV-2Covid-19 전염병의 처음 세 가지 물결은 SARS-CoV-2에 대한 제한된 유전 레퍼토리를 암시합니다Article Published on 2022-05-062022-09-11 Journal: FEMS microbiology reviews [Category] COVID19(2023년), SARS, 변종, [키워드] Alpha B.1.1.529 B.1.1.7 B.1.177 B.1.617.2 Delta Genetic genetic repertoire genomic hand homoplasies introduced janus Lineage Mutation mutation frequency nucleotide nucleotides observé omicron Omicron variant pandemic Pango lineages Recombination replaced REPLACED BY SARS-CoV-2 SARS-CoV-2 genome SARS-CoV-2 genome sequence SARS-CoV-2 genome sequences splitting the epidemic the SARS-CoV-2 genome variant variants variants of concern variants of concern (VOCs) viral replication virus VOCs [DOI] 10.1093/femsre/fuac003 PMC 바로가기 [Article Type] Article
Nasal pressure swings as the measure of inspiratory effort in spontaneously breathing patients with de novo acute respiratory failureArticle Published on 2022-03-242022-10-05 Journal: Critical Care [Category] 임상, [키워드] Acute respiratory failure Admission Alter ARF cannula changes in clinical Clinical outcome Clinical practice cohort of patient consecutive patient correlated correlation COVID-19 de novo endotracheal Endotracheal intubation enrolled Escalation Esophageal pressure swings feature insertion Inspiratory effort intensive care unit Italy limit Lung injury magnitude measure Mechanical Modena nasal Nasal pressure swings non-invasive mechanical ventilation Non-invasive respiratory support non-invasive ventilation Patient Primary outcome R 2 remained required respiratory Respiratory failure Respiratory mechanics respiratory monitoring respiratory rate Self-Inflicted Lung Injury Self-inflicted lung injury. significantly splitting study population swing translate university were recorded worsening [DOI] 10.1186/s13054-022-03938-w PMC 바로가기 [Article Type] Article
COVID-19 and dys-regulation of pulmonary endothelium: implications for vascular remodelingReview article Published on 2022-02-012022-10-05 Journal: Cytokine & growth factor reviews [Category] COVID19(2023년), SARS, 바이오마커, 치료기술, [키워드] Activation affected Angiogenesis Biomarker blood vessels caused claimed clinical manifestation connection COVID-19 COVID-19 pathogenesis Cytokine storm distress endothelial cells Endotheliitis Endothelium Evidence facilitate feature Functional respiratory imaging implication indicated infect Inner Intussusceptive angiogenesis kidney lack limit limitation liver lung mechanical ventilation Non-invasive organ overcome patients with COVID-19 priming rapid process recent reported required significant increase spike glycoprotein splitting the disease thrombosis TMPRSS2 unique Vascular Vascular remodeling vasoconstriction vessel viral entry virus [DOI] 10.1016/j.cytogfr.2021.10.003 [Article Type] Review article
Clinical Characteristics of COVID-19 Patients in a Regional Population With Diabetes Mellitus: The ACCREDIT Study당뇨병이있는 지역 인구에서 Covid-19 환자의 임상 적 특성 : 공인 연구Multicenter Study Published on 2022-01-132022-08-31 Journal: Frontiers in Endocrinology [Category] 바이오마커, [키워드] 30-Day mortality Admission advanced age age analyses Analysis analyzed biochemical blood glucose BMI Characteristics CKD clinical clinical and biochemical characteristics cohort study collecting data complications conducted COVID-19 CRP dataset death diabete diabetes Glucose glycaemic control greater higher risk hospital hospitalised identify insulin intensive care IQR lower risk Median BMI men Mortality Multivariate analysis multivariate logistic regression objective observational study occurred on admission Patient performed Population Predictive Primary outcome proportion random Regional remained required Research design resources Result Risk factors risk of death robust splitting type 2 diabete type 2 diabetes with COVID-19 younger patient younger patients [DOI] 10.3389/fendo.2021.777130 PMC 바로가기 [Article Type] Multicenter Study
How an election can be safely planned and conducted during a pandemic: Decision support based on a discrete event modelResearch Article Published on 2021-12-092022-10-28 Journal: PLoS ONE [Category] COVID-19, MERS, SARS, [키워드] caused Clusters condition conducted COVID-19 COVID-19 pandemic decision defined element event highest hygiene Infection limitation pandemic Precaution reduce required risk Safe significant increase splitting spread of COVID-19 Support turn Vienna while [DOI] 10.1371/journal.pone.0261016 PMC 바로가기 [Article Type] Research Article
COVID-19 is associated with distinct myopathic features in the diaphragm of critically ill patientsCOVID-19는 중환자의 횡격막에 있는 뚜렷한 근병증 특징과 관련이 있습니다.Article Published on 2021-09-012022-09-12 Journal: BMJ Open Respiratory Research [Category] 진단, [키워드] Autopsy average Clinical outcome collected contribute COVID-19 COVID-19 infection Critically ill patient critically ill patients cross-sectional area Deceased Diaphragm died differentially expressed gene dysfunction Dyspnoea fatigue feature fibrosis Gene Expression infiltration involved muscles Myofiber myofibers myopathic Netherland nuclei Patient reported respiratory muscles RNA-sequencing SARS-CoV-2 specimen splitting the patient with COVID-19 [DOI] 10.1136/bmjresp-2021-001052 PMC 바로가기 [Article Type] Article
An ensemble learning approach to digital corona virus preliminary screening from cough sounds기침 소리로부터 디지털 코로나 바이러스 예비 선별에 대한 앙상블 학습 접근법Article Published on 2021-07-282022-09-10 Journal: Scientific Reports [Category] SARS, 치료기술, [키워드] Accuracy analyses approach Classifier CNN Convolutional neural network cough coughs COVID-19 COVID-19 sample COVID-19 samples dataset demonstrated develop distribution experiment healthy machine learning network Neural open oversampling Population screening recall receiver operating characteristics robust segment Segmentation splitting virus [DOI] 10.1038/s41598-021-95042-2 PMC 바로가기 [Article Type] Article
Machine learning predictive model for severe COVID-19심각한 COVID-19에 대한 머신 러닝 예측 모델Article Published on 2021-06-012022-09-11 Journal: Infection, genetics and evolution : journal of mol [Category] SARS, 바이오마커, 유전자 메커니즘, [키워드] ALB Algorithms an area applied Artificial neural network benefit Care center China COVID-19 cure rate develop evaluate Feature selection Flow help IMPROVE Intervention long term machine machine learning negative correlation network model overfitting patients with COVID-19 positive correlation predict Predictive Predictive model processed risk factor severe COVID-19 Severe patient severe patients Severe patients of COVID-19 severity of COVID-19 splitting Tensor TensorFlow Tongji Medical College Treatment Tumor Union Hospital [DOI] 10.1016/j.meegid.2021.104737 PMC 바로가기 [Article Type] Article