Divergent humoral responses in mild to moderate SARS-CoV-2 infection over time – indication of persistence of the virus?경증에서 중등도의 SARS-CoV-2 감염에서 시간 경과에 따른 다양한 체액 반응 - 바이러스의 지속성 표시?Article Published on 2022-03-012022-09-12 Journal: The Journal of Infection [Category] MERS, SARS, 진단, [키워드] Abstract antibodies COVID-19 Humoral response IgA Image Mild moderate persistence SARS-CoV-2 SARS-COV-2 infection serology [DOI] 10.1016/j.jinf.2021.11.001 PMC 바로가기 [Article Type] Article
Bayesian-based optimized deep learning model to detect COVID-19 patients using chest X-ray image data흉부 X선 영상 데이터를 이용한 코로나19 환자 검출을 위한 베이지안 기반 최적화 딥러닝 모델Article Published on 2022-03-012022-09-11 Journal: Computers in biology and medicine [Category] SARS, 치료기술, [키워드] Accuracy Analysis artefact artificial artificial intelligence assist Bayesian Bayesian optimization changed chest X-ray Chest X-ray image Chest X-ray images CNN components Convolutional neural network coronavirus disease Coronavirus disease 2019 COVID-19 COVID-19 patient Critical dataset deep deep learning detect domain domains Features globe Image image classification intelligence learning optimization provided recent Recognition Research Research question researchers shown suggested variety [DOI] 10.1016/j.compbiomed.2022.105213 PMC 바로가기 [Article Type] Article
Improving the Quantification of Colorimetric Signals in Paper-Based Immunosensors with an Open-Source Reader오픈 소스 리더를 사용하여 종이 기반 면역 센서의 비색 신호 정량화 개선Article Published on 2022-02-272022-09-10 Journal: Sensors (Basel, Switzerland) [Category] COVID19(2023년), MERS, SARS, 치료기술, [키워드] Accuracy Algorithm antibody automated average benefit biosensor comparable composed COVID-19 faint Image Image processing immunosensor Improving intensity lateral flow immunoassay Lateral flow immunoassays Lateral flow test manual open-source open-source hardware open-source software patchy Precision probe produced quantification rapid test reader Rapid tests region of interest SARS-CoV-2 signal time-consuming [DOI] 10.3390/s22051880 PMC 바로가기 [Article Type] Article
Evolutionary shift from purifying selection towards divergent selection of SARS-CoV2 favors its invasion into multiple human organsArticle Published on 2022-02-152022-10-04 Journal: Virus research [Category] COVID19(2023년), MERS, SARS, 변종, [키워드] Abstract Analysis appear CoV COVID-19 Critical Divergent selection evade Evolution Evolutionary rate favor genetic data Host human ACE2 receptor Image increase indicate Infection Invasion Lineage Mutation Neutral nonsynonymous mutation nucleotide substitution organ organs RaTG13 residue RNA virus S1 protein SARS-CoV2 SARS-CoV2 genome Substitution synonymous Temporal virus [DOI] 10.1016/j.virusres.2022.198712 PMC 바로가기 [Article Type] Article
An Efficient Deep Learning Model to Detect COVID-19 Using Chest X-ray Images흉부 X선 이미지를 사용하여 COVID-19를 감지하는 효율적인 딥 러닝 모델Article Published on 2022-02-112022-09-10 Journal: International Journal of Environmental Research an [Category] COVID19(2023년), MERS, SARS, 치료기술, [키워드] Accuracy acute respiratory syndrome coronavirus Analysis approach can be used candidate chest X-ray Chest X-ray images Coronavirus-2 COVID-19 CXR dataset deep Deep Learning Method Deep Learning Model detect efficient Healthcare system Healthcare systems Image learning machine learning Model pandemic of COVID-19 Pneumonia positive radiologist Radiologists respiratory ROC Curve SARS-CoV-2 sensitivity Severe acute respiratory syndrome severe acute respiratory syndrome Coronavirus severe acute respiratory syndrome coronavirus-2 significantly the disease time-consuming X-ray [DOI] 10.3390/ijerph19042013 PMC 바로가기 [Article Type] Article
Detection of COVID-19 Based on Chest X-rays Using Deep LearningArticle Published on 2022-02-102022-10-31 Journal: International journal for equity in health [Category] COVID-19, [키워드] Accuracy approach Area AUC chest X-ray Collection coronavirus disease COVID-19 COVID-19 patient CXR dataset deep deep learning Deep transfer learning detection Diagnosis evaluated fixed Image Isolation learning Metrics neural network (NN) Pneumonia Precision recall Research Spread [DOI] 10.3390/healthcare10020343 PMC 바로가기 [Article Type] Article
Hybrid Deep Feature Generation for Appropriate Face Mask Use Detection적절한 안면 마스크 사용 감지를 위한 하이브리드 딥 피처 생성Article Published on 2022-02-092022-09-10 Journal: International Journal of Environmental Research an [Category] COVID19(2023년), MERS, SARS, 치료기술, [키워드] Accuracy Appropriate Classifier collected Compliance deep DenseNet201 detect detection face Face mask face mask detection feature Generation high accuracy hybrid hybrid feature selector hygiene Image IMPROVE indicate limit Mask Masked face Precaution problem real time ResNet101 resulting selected spread of COVID-19 Support support vector machine transfer learning Trial was used were used [DOI] 10.3390/ijerph19041939 PMC 바로가기 [Article Type] Article
Humoral immune response to COVID-19 mRNA vaccination in relation to selenium statusObservational Study Published on 2022-02-032022-10-04 Journal: Redox Biology [Category] COVID19(2023년), MERS, SARS, 바이오마커, 임상, [키워드] Abstract anti-SARS-CoV-2 vaccination antibody association baseline Biomarker Biomarkers blood sample BNT162b2 cohort study collected Concentration concentrations correlated COVID-19 mRNA Vaccination disease severity first dose Glutathione peroxidase had no Health Health care worker healthy highest humoral immune response Image immune response immune system mortality risk neutralising Neutralising activity neutralising antibody pandemic participant patients with COVID-19 peroxidase quantified reported SARS-CoV-2 SARS-CoV-2 IgG SARS-CoV-2 vaccination SARS-CoV-2 vaccines Se deficiency second dose Selenium Selenoprotein P serum significantly titre titres vaccination Vaccine [DOI] 10.1016/j.redox.2022.102242 PMC 바로가기 [Article Type] Observational Study
Automatic coronavirus disease 2019 diagnosis based on chest radiography and deep learning – Success story or dataset bias?흉부 방사선 촬영 및 딥 러닝 기반 코로나19 자동 진단 - 성공 사례 또는 데이터 세트 편향?Article Published on 2022-02-012022-09-11 Journal: Medical physics [Category] COVID19(2023년), SARS, 치료기술, [키워드] absence Accuracy applied artificial intelligence Automatic Bank Behavior biases Chain Reaction Chest radiography classification CNN CNNs Combination Community contrary coronavirus disease Coronavirus disease 2019 COVID-19 COVID-19 infection criteria CXR dataset dataset bias. datasets Decision making decrease deep learning determine Diagnosis disease displaying dropped evaluate evaluated expected experiment Image information input lung Lungs Metrics normalization Open Access over performed Precision precision and recall presence or absence processing recall Region reported Result reverse transcriptase RT-PCR sensitivity shown suffered Valencian Variability was performed X-ray X-ray imaging [DOI] 10.1002/mp.15419 PMC 바로가기 [Article Type] Article
Image and structured data analysis for prognostication of health outcomes in patients presenting to the ED during the COVID-19 pandemicResearch article Published on 2022-02-012022-10-05 Journal: International journal of medical informatics [Category] 변종, [키워드] Accuracy acute respiratory distress addition Admission adverse outcome Algorithm applicability ARDS AUC available data can be used center Chest chest radiographs Chest X-ray image Clinical data clinical decision clinical settings Compact Computed tomography COVID-19 COVID-19 infection COVID-19 pandemic COVID-19 symptoms Data analysis death deep learning detect develop EHR events finding Gradient Health help ICU ICU admission Image increased risk intensive care LIGHT machine machine learning model Machine/deep learning material moderate Mortality Older outcome Patient patients predict presenting principal required Research risk risk stratification Severe infection stratified Symptom syndrome transfer university variable variables was used with COVID-19 [DOI] 10.1016/j.ijmedinf.2021.104662 [Article Type] Research article