Clinical value of procalcitonin in critically ill patients infected by SARS-CoV-2SARS-CoV-2에 감염된 중환자에서 프로칼시토닌의 임상적 가치Observational Study Published on 2021-08-012022-09-11 Journal: The American journal of emergency medicine [Category] 바이오마커, 임상, [키워드] Admission admitted to ICU analyzed automatically Bacterial Blood Care change clinical Co-infection cohort study collected COVID-19 pandemic COVID-19 patient COVID-19 patients Critically ill patient Department Diagnosis died during admission Emergency emergency department female ICU ICU admission ICU patient Infectious disease Infectious diseases initial laboratory result Laboratory results male mechanical ventilation Non-survivors Nosocomial infection Nosocomial infections Patient PCT procalcitonin Result SARS-CoV-2 single-center survivor [DOI] 10.1016/j.ajem.2020.11.011 PMC 바로가기 [Article Type] Observational Study
X-ray and CT-scan-based automated detection and classification of covid-19 using convolutional neural networks (CNN)Research article Published on 2021-08-012022-10-05 Journal: Biomedical Signal Processing and Control [Category] 치료기술, [키워드] Accuracy assist automated automatically binary classification CNN Computed tomography coronavirus disease-2019 Critical dataset deep learning detect disease Fatality rate Healthcare system healthcare worker healthy identify infected individual lockdown network Neural pandemic Patient Pneumonia positive patients Precision produced recall Research ROC sensitivity utilised virus while WHO World Health Organization X-ray [DOI] 10.1016/j.bspc.2021.102920 [Article Type] Research article
Self-supervised deep learning model for COVID-19 lung CT image segmentation highlighting putative causal relationship among age, underlying disease and COVID-19연령, 기저 질환 및 COVID-19 간의 추정 인과 관계를 강조하는 COVID-19 폐 CT 이미지 분할을 위한 자체 지도 딥 러닝 모델Research Published on 2021-07-262022-09-10 Journal: Journal of Translational Medicine [Category] SARS, 유전자 메커니즘, [키워드] Accuracy age Analysis approach Automatic automatically auxiliary baseline best causal relationship chain Chain Reaction Chest CT image Chest CT images computer vision Computerized tomography consolidation contagious contribute coronavirus disease Coronavirus disease 2019 COVID-19 COVID-19 diagnosis COVID-19 severity COVID-19 testing dataset deep deep learning Diagnosis diagnostic Efficiency evaluate faster feature ground-glass opacity highlighting Image analysis Image segmentation introduced lesion lung Lung CT Lung CT images lung lesions mechanism Mediation analysis Mediation effect phenotype polymerase chain reaction predicted problems provide reaction Result Self-supervised learning severity supplementary material Support underlying disease underlying diseases were used with COVID-19 [DOI] 10.1186/s12967-021-02992-2 PMC 바로가기 [Article Type] Research
Application of Big Data and Artificial Intelligence in COVID-19 Prevention, Diagnosis, Treatment and Management Decisions in ChinaSystems-Level Quality Improvement Published on 2021-07-242022-10-29 Journal: Journal of medical systems [Category] COVID-19, SARS, [키워드] accelerate acute respiratory syndrome affected application artificial artificial intelligence automatically big data caused China Clinical features close contact computational analysis contribute coronavirus COVID-19 COVID-19 pandemic decision deep learning Diagnosis Disease progression effective emergency response Epidemic epidemic prevention and control event explain feasible identify IMPROVE Infection Infectious disease information intelligence lack management mechanism outbreak populations prevention problem provide public health Research SARS-CoV-2 shown source of infection Spread Support Surveillance Transmission Treatment Vaccine Vaccine development Vaccines Wuhan, China [DOI] 10.1007/s10916-021-01757-0 PMC 바로가기 [Article Type] Systems-Level Quality Improvement
Real-time monitoring of COVID-19 dynamics using automated trend fitting and anomaly detection자동화된 추세 피팅 및 이상 감지를 사용하여 COVID-19 역학의 실시간 모니터링Articles Published on 2021-07-192022-09-10 Journal: Philosophical Transactions of the Royal Society B: [Category] SARS, 치료기술, [키워드] trendbreaker Algorithm Analysis approach ASMODEE automated automatically available data best changes in country COVID-19 COVID-19 case COVID-19 incidence COVID-19 outbreak COVID-19 pandemic criterion Early detection England Epidemics excluded flare flexible hotspot incidence Infectious disease interval Intervention lockdown machine learning National Health Service NHS outbreak outlier outliers provide R package social distancing measures subsequent Surveillance to define Transmission [DOI] 10.1098/rstb.2020.0266 PMC 바로가기 [Article Type] Articles
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
DeepEMhancer: a deep learning solution for cryo-EM volume post-processingArticle Published on 2021-07-152022-10-31 Journal: Communications Biology [Category] Coronavirus, SARS, [키워드] approach approaches atomic automatically benefit Cryo-electron microscopy cryo-EM Cryoelectron microscopy Data processing dataset deep learning deep learning-based method evaluated frequencies heterogeneity IMPROVE information limitations Local MOST noise level overcome PDB problems Protein reduce RNA polymerase Structure the SARS-CoV-2 Volume [DOI] 10.1038/s42003-021-02399-1 PMC 바로가기 [Article Type] Article
Plasmonic Biosensor Augmented by a Genetic Algorithm for Ultra-Rapid, Label-Free, and Multi-Functional Detection of COVID-19COVID-19의 초고속, 무표지 및 다기능 검출을 위한 유전 알고리즘으로 보강된 플라즈모닉 바이오센서Article Published on 2021-07-132022-09-11 Journal: Analytical Chemistry [Category] SARS, 변종, 치료기술, [키워드] addition Algorithm automatically biosensor can not caused Characteristics contagiousness country COVID-19 COVID-19 test detection develop Diagnosis diagnostic Diagnostic method ENhance fingerprint recognition Genetic Genetic algorithm Health help mutant virus Novel coronavirus pandemic Quantitative real time sensitivity sensor unique [DOI] 10.1021/acs.analchem.1c01078 PMC 바로가기 [Article Type] Article
A comprehensive estimation of country-level basic reproduction numbers R 0 for COVID-19: Regime regression can automatically estimate the end of the exponential phase in epidemic dataResearch Article Published on 2021-07-132022-10-28 Journal: PLoS ONE [Category] COVID-19, MERS, [키워드] age Analysis assumption automatically basic reproduction number Contact COVID-19 determine effective Epidemic estimate Exploratory analysis fixed Generation time groups growth homogeneity Infectious disease initial Interaction Interpretation parameters promote Quantitative reduced reflect regime response Schools sequence Spread Steady state Support susceptibility susceptible [DOI] 10.1371/journal.pone.0254145 PMC 바로가기 [Article Type] Research Article
LUNAR :Drug Screening for Novel Coronavirus Based on Representation Learning Graph Convolutional NetworkLUNAR : Representation Learning Graph Convolutional Network를 기반으로 한 신종 코로나바이러스에 대한 약물 스크리닝Article Published on 2021-07-012022-09-11 Journal: IEEE/ACM transactions on computational biology and [Category] SARS, 신약개발, 치료제, [키워드] accelerate Affect automatically can be used candidate drug caused Characteristics clinical study complex Convolutional neural networks COVID-19 develop drug drug candidate drug candidates Drug development Effectiveness global pandemic graph heterogeneous heterogeneous networks in some information interpretability learning mechanism network novel Novel coronavirus outbreak outbreak of COVID-19 predict Predictive recall representation screened Screening selected speed strength suppress target targets Topology Treatment virus [DOI] 10.1109/TCBB.2021.3085972 PMC 바로가기 [Article Type] Article