An oppositional-Cauchy based GSK evolutionary algorithm with a novel deep ensemble reinforcement learning strategy for COVID-19 diagnosisResearch article Published on 2021-11-012022-10-05 Journal: Applied Soft Computing [Category] 변종, [키워드] accelerated Accuracy Algorithm Analysis approach AUC automated automatically Care Classifier classifiers CNN CNNs coronavirus COVID-19 COVID-19 diagnosis COVID-19 patient COVID-19 patients Critical dataset datasets decrease Deep convolutional neural network Deep reinforcement learning diagnostics effective Effectiveness Epidemic Evolutionary computation facilitate globe GSK Health identify image classification increase individual Kaggle knowledge Mutation Novel coronavirus operators optimization Patient Precision professional recall recognizing selective sensitivity Trial urgency Wuhan, China X-ray [DOI] 10.1016/j.asoc.2021.107675 [Article Type] Research article
MFBCNNC: Momentum factor biogeography convolutional neural network for COVID-19 detection via chest X-ray imagesResearch article Published on 2021-11-012022-10-05 Journal: Knowledge-Based Systems [Category] 변종, 치료기술, [키워드] Accuracy addition Algorithm approach automatically Biogeography-based optimization Chest X-ray image conditions Convolutional neural network Coronavirus disease 2019 COVID-19 deaths deep learning detection detection system diagnosed ENhance Experimental result IMPROVE Migration momentum normal performed Pneumonia problems Research the epidemic [DOI] 10.1016/j.knosys.2021.107494 [Article Type] Research article
Machine learning automatically detects COVID-19 using chest CTs in a large multicenter cohort기계 학습은 대규모 다기관 코호트에서 흉부 CT를 사용하여 자동으로 COVID-19를 감지합니다.Multicenter Study Published on 2021-11-012022-09-11 Journal: European Radiology [Category] SARS, 치료기술, [키워드] Accuracy Ambiguity applied approach AUC automatically Chest CT classification Classifier Clustering Cohort cohorts control groups COVID-19 COVID-19 cases COVID-19 patients CT scan CT scans deep deep learning detect diagnosis of COVID-19 diagnostic Diagnostic accuracy differentiation distribution facilitate feature Features Hierarchical ILD IMPROVE interpretability Interstitial lung disease Logistic regression Lung disease machine machine learning classifier machine learning classifiers manifestation Manifestations Metrics Mild MOST multicenter Non-COVID-19 opacity overlap Pathologies pathology Pneumonia pneumonias predominant Probability probability distribution Quantitative Quantitative imaging random retrospective reveal robustness sensitivity specificity tomography Unsupervised clustering Viral pneumonia with COVID-19 [DOI] 10.1007/s00330-021-07937-3 PMC 바로가기 [Article Type] Multicenter Study
COVID-19 Detection from X-ray Images using Multi-Kernel-Size Spatial-Channel Attention NetworkResearch article Published on 2021-11-012022-10-05 Journal: Sensors (Basel, Switzerland) [Category] 치료기술, [키워드] Accuracy Attention automatically Characteristics Chest X-ray image Chest X-ray images coronavirus COVID-19 COVID-19 patient COVID-19 positive patient database deep learning detect detection Diagnosis Early detection Experimental result first stage Health help identify Image IMPROVE initiative Isolation mechanism Multi-scale network novel coronavirus 2019 patchy Prevent Prognosis Spread stages the patient X-ray X-ray images [DOI] 10.1016/j.patcog.2021.108055 [Article Type] Research article
The Predictive Role of Artificial Intelligence-Based Chest CT Quantification in Patients with COVID-19 PneumoniaArticle Published on 2021-11-012022-10-29 Journal: Tomography [Category] COVID-19, MERS, SARS, [키워드] 95% CI Admission affected age Algorithm Analysis analyzed artificial artificial intelligence automatically C-reactive protein clinical Clinical data Clinical deterioration Computed tomography consecutive patient Coronavirus disease 2019 COVID-19 COVID-19 severity CT-scan defined Deterioration determine Hospital admission immunodeficiency in-hospital mortality independent predictor information intensive care Invasive mechanical ventilation Laboratory lung parenchyma male multivariable Myocardial infarction patients hospitalized Probability Prognosis Prognostic value pulmonary lobe quantified regression analysis role severity symptomatic patient Vasopressor with COVID-19 [DOI] 10.3390/tomography7040058 PMC 바로가기 [Article Type] Article
Challenges encountered in comparing international policy responses to COVID-19 and their effectsResearch Published on 2021-10-302022-10-31 Journal: Health Research Policy and Systems [Category] COVID-19, MERS, SARS, [키워드] analysed automatically challenge comparison coronavirus country COVID-19 COVID-19 pandemic decrease Effect effort globe Health Health policy heterogeneity identify imperative implementation Increased information International lack management morbidity Mortality overcome pandemic public health public policy Research response Result thematic analysis Variation variety [DOI] 10.1186/s12961-021-00783-1 PMC 바로가기 [Article Type] Research
Glycemic Disorder Risk Remote Monitoring Program in the COVID-19 Very Elderly Patients: Preliminary ResultsPhysiology Published on 2021-10-272022-10-31 Journal: Frontiers in Physiology [Category] COVID-19, [키워드] MyPrediTM platform age Analysis analyzed automatically average Care Clinical data conducted coronavirus disease COVID COVID-19 COVID-19 disease COVID-19 patient detect diabete diabetes risk Diabetic diabetic patient diabetic patients disorder elderly elderly patients experiment Gender generate GER-e-TEC study glycemic Hospital stay Hospitalization hospitalized patients hyperglycemia hypoglycemia male management monitoring Negative predictive value Older pandemic Patient patients physiological pilot study platform positive Predictive prevention Program real time receive remote remote monitoring Result risk sensitivity specificity Standard deviation survival the patient Trial university was used Web 2.0 [DOI] 10.3389/fphys.2021.749731 PMC 바로가기 [Article Type] Physiology
Rapid Detection of Coronavirus (COVID-19) Using Microwave Immunosensor Cavity ResonatorMicrowave Immunosensor Cavity Resonator를 사용한 코로나바이러스(COVID-19)의 신속한 감지Article Published on 2021-10-232022-09-10 Journal: Sensors (Basel, Switzerland) [Category] MERS, SARS, 치료기술, [키워드] Accuracy amplitude Analysis automatically can be used Cavity change composed coronavirus COVID-19 detection Device Diagnosis diagnostic Diagnostic method diagnostics electrical property electromagnetic sensing ELISA Frequency Health crisis hospitals infected cases Infection international public health Laboratory limit micro-immunosensor microwave microwave cavity resonator (MCR) offer pandemic coronavirus parameter performed pocket vector network analyzer (VNA) Predictive proof quarantine Rapid rapid response real-time polymerase chain reaction (RT-PCR) receiver receiver operating characteristic Reflection reflection coefficient Resonator ROC rural areas SARS-CoV-2 virus sensor serum sample serum samples Spread the SARS-CoV-2 virus virus weight [DOI] 10.3390/s21217021 PMC 바로가기 [Article Type] Article
Can Deep Learning-Based Volumetric Analysis Predict Oxygen Demand Increase in Patients with COVID-19 Pneumonia?Article Published on 2021-10-222022-10-30 Journal: Medicina [Category] COVID-19, MERS, SARS, [키워드] absence Accuracy affected Analysis analyzed AUC automatically calculated Can characteristic Chest computed tomography Chest CT chest imaging coronavirus disease COVID-19 CT scan Data analysis deep deep learning Demand Deterioration evaluate hospital IMPROVE increase initial interquartile range Intervention lung male management material median age medication objective oxygen oxygen demand Patient patients with COVID-19 performed predict prediction Predictive Quantitative analysis radiology resource Result sensitivity significantly higher specificity Treatment Volume were measured with COVID-19 [DOI] 10.3390/medicina57111148 PMC 바로가기 [Article Type] Article
Detection and characterization of COVID-19 findings in chest CT Feasibility and applicability of an AI-based software tool흉부 CT에서 COVID-19 발견의 탐지 및 특성화 AI 기반 소프트웨어 도구의 타당성 및 적용 가능성Observational Study Published on 2021-10-152022-09-10 Journal: Medicine [Category] MERS, SARS, 임상, 치료기술, [키워드] abnormality Accuracy Algorithm applicability artificial intelligence assessment tool Asymptomatic automatically Chain Reaction Chest computed tomography Chest CT Computed tomography correlation COVID Covid patients COVID-19 COVID-19 pandemic Decision support detect detection diagnostic evaluate evaluated feasibility Ground glass opacity group lung Lungs pandemic performed Pneumonia polymerase chain polymerase chain reaction positive predict radiologic real-time polymerase chain reaction reliability sensitivity significant difference significant differences statistically significant Support two groups variable [DOI] 10.1097/MD.0000000000027478 PMC 바로가기 [Article Type] Observational Study