COVID-19 Responses of South Korea as Hybrids of Governance ModesPublic Health Published on 2021-09-172022-10-31 Journal: Frontiers in Public Health [Category] Coronavirus, MERS, SARS, [키워드] Analysis approach characteristic complex country COVID-19 effective flexible Governance hybrid hybrid governance less market governance mode network governance pandemic response South Korea while [DOI] 10.3389/fpubh.2021.654945 PMC 바로가기 [Article Type] Public Health
Computational approach towards the design of artemisinin–thymoquinone hybrids against main protease of SARS-COV-2Research Published on 2021-09-062022-10-31 Journal: Future Journal of Pharmaceutical Sciences [Category] COVID-19, [키워드] addition antiviral molecule Antiviral treatment approach Artemisinin Caco-2 cells caused cell membranes Central nervous system Characteristics clinical study coronavirus COVID-19 Decarboxylation hybrids died diffusion disease distribution drug drugs enzyme fraction Frequency generate hybrid indicated Infection inhibit inhibitors Interaction intestinal main protease membranes mitigate moderate Molecular docking study MPro pandemic of COVID-19 pharmacokinetic pharmacokinetics protease reached reported residue Result risk SARS-CoV-2 subsequent synergistic the disease the SARS-CoV-2 Toxicity Transport [DOI] 10.1186/s43094-021-00334-z PMC 바로가기 [Article Type] Research
Prediction of COVID Criticality Score with Laboratory, Clinical and CT Images using Hybrid Regression Models하이브리드 회귀 모델을 사용하여 실험실, 임상 및 CT 이미지로 COVID Critical Score 예측Article Published on 2021-09-012022-09-11 Journal: Computer methods and programs in biomedicine [Category] SARS, 치료기술, [키워드] Analysis automated baseline carried Chest CT images classification clinical Clinical features Convolutional neural network convolutional neural network (CNN) Correlation analysis correlation coefficient COVID COVID Criticality score COVID patient Covid patients COVID-19 COVID-19 affected patient COVID-19 patient Critical CT scan Decision tree deep learning diagnosis of COVID-19 diagnostic faster feature Features help helping hotspot hybrid identify Image Laboratory Laboratory features Logistic regression analysis machine learning manifestation Manifestations Model outcome performed physician predict predicted prediction radiologist Radiologists Rapid reduced regions Regression regression models score severity stages statistical analysis the disease Treatment two group two groups Univariate logistic regression analysis [DOI] 10.1016/j.cmpb.2021.106336 PMC 바로가기 [Article Type] Article
Hybrid COVID-19 segmentation and recognition framework (HMB-HCF) using deep learning and genetic algorithms딥 러닝 및 유전 알고리즘을 사용한 하이브리드 코로나19 세분화 및 인식 프레임워크(HMB-HCF)Article Published on 2021-09-012022-09-11 Journal: Artificial intelligence in medicine [Category] SARS, 유전자 메커니즘, 치료기술, 치료제, [키워드] Accuracy Algorithm applicability applied approach AUC classification CNN collected Computer science concerning Convolutional neural network convolutional neural network (CNN) COVID-19 Data augmentation (DA) dataset deep deep learning Deep learning (DL) Diagnosis disease dropout Escalation evaluate experiment generalization Genetic Genetic algorithm Genetic algorithms (GA) highest hybrid Infection learning limit lung Lungs majority mechanism Metrics nine optimization overfitting pandemic disease parameter Precision recall reported transfer Transfer learning (TL). was used [DOI] 10.1016/j.artmed.2021.102156 PMC 바로가기 [Article Type] Article
Hybrid Deep-Learning and Machine-Learning Models for Predicting COVID-19COVID-19 예측을 위한 하이브리드 딥 러닝 및 머신 러닝 모델Research Article Published on 2021-08-032022-09-11 Journal: Computational Intelligence and Neuroscience [Category] MERS, SARS, 치료기술, [키워드] Accuracy Algorithm applied approach artificial intelligence chest X-ray Chest X-ray image Chest X-ray images Convolutional neural networks COVID-19 COVID-19 case COVID-19 cases COVID-19 pandemic Critical data set detect develop Diagnosis disease Diseases early stages feature Health Healthcare system Healthcare systems hidden hybrid Infection Kaggle life Local machine-learning Model other viral pneumonia outbreak PCR prevalent Radiography Research risk robust Saudi Arabia Spread Viral pneumonia [DOI] 10.1155/2021/9996737 PMC 바로가기 [Article Type] Research Article
The incremental value of computed tomography of COVID-19 pneumonia in predicting ICU admissionICU 입학 예측에서 Covid-19 폐렴의 컴퓨터 단층 촬영의 증분 가치Multicenter Study Published on 2021-08-022022-09-01 Journal: Scientific Reports [Category] MERS, SARS, 바이오마커, 진단, [키워드] 95% confidence interval Admission admitted to ICU affected Analysis approach arterial partial pressure of oxygen AUC Biomarkers Blood C-reactive protein calculator characteristic Chest computed tomography collected Computed tomography COVID-19 COVID-19 infection COVID-19 pandemic COVID-19 pneumonia D-dimer Diseases Dyspnea emergency room estimation feature Health care health system health systems hybrid ICU ICU admission Infection intensive care Laboratory Lactate lactate dehydrogenase lung lymphocyte Lymphocyte count management Mild Outpatient oxygen partial pressure Patient patients with COVID-19 performed Pneumonia presenting radiological required risk serum lactate significantly Triage Volume volumetric with COVID-19 [DOI] 10.1038/s41598-021-95114-3 PMC 바로가기 [Article Type] Multicenter Study
A Hybrid Clinical Trial Delivery Model in the COVID-19 EraCOVID-19 시대의 하이브리드 임상 시험 전달 모델Article Published on 2021-08-012022-09-11 Journal: Physical therapy [Category] SARS, 임상, [키워드] Abstract autism clinical clinical trials COVID-19 Creative Movement delivery Health care Health Care Innovation hybrid Model Parent-Mediated Intervention telehealth [DOI] 10.1093/ptj/pzab116 PMC 바로가기 [Article Type] Article
Has COVID-19 lockdown improved glycaemic control in pediatric patients with type 1 diabetes? An analysis of continuous glucose monitoring metricsObservational Study Published on 2021-08-012022-10-05 Journal: Diabetes research and clinical practice [Category] 임상, [키워드] Adolescence age ambulatory Ambulatory glucose profile analysed Analysis children Clinical data Cohort collected COVID-19 demographic diabete disease enrolled evaluate Glucose glycaemic control hybrid Hybrid closed loop IMPROVE individual insulin Interaction lockdown management Metrics outcome paediatric patient pandemic Patient patients Pediatric patient statistically study population T1D therapy time Time in range. Treatment Variation younger patient [DOI] 10.1016/j.diabres.2021.108988 PMC 바로가기 [Article Type] Observational Study
Automatic COVID-19 Detection Using Exemplar Hybrid Deep Features with X-ray ImagesX선 이미지와 함께 예시적인 하이브리드 심층 기능을 사용한 자동 COVID-19 감지Article Published on 2021-07-292022-09-10 Journal: International Journal of Environmental Research an [Category] SARS, 치료기술, [키워드] Accuracy applied Automatic best classification Classifier CNN CNNs Convolutional neural networks COVID-19 COVID-19 detection database datasets deep deep feature generation detect detection detection system Exemplar COVID-19FclNet9 feature Features fused generate healthcare hybrid Image iterative iterative NCA Medical imaging nine Pneumonia Research respiratory respiratory disorder respiratory disorders selected Support support vector machine SVM Topic transfer learning X-ray [DOI] 10.3390/ijerph18158052 PMC 바로가기 [Article Type] Article
Analysis of DNA Sequence Classification Using CNN and Hybrid ModelsCNN 및 하이브리드 모델을 사용한 DNA 서열 분류 분석Research Article Published on 2021-07-152022-09-11 Journal: Computational and Mathematical Methods in Medicine [Category] SARS, 치료기술, [키워드] automatically classification CNN Complete COVID-19 Data analysis deep learning DNA DNA sequence drug design evaluated experimental results explicit feature Features help high accuracy hybrid identification input issue K -mer lAbel lack Metrics Model offer outbreak selection process sequence sequences virus viruses [DOI] 10.1155/2021/1835056 PMC 바로가기 [Article Type] Research Article