Segmentation and shielding of the most vulnerable members of the population as elements of an exit strategy from COVID-19 lockdownArticles Published on 2021-07-192022-10-29 Journal: Philosophical Transactions of the Royal Society B: [Category] COVID-19, SARS, [키워드] condition Contact COVID-19 COVID-19 pandemic defined determinant Effect effective element Exit strategy faster fraction General population Infection Infectious disease Intensive lockdown mathematical mathematical model measure outcome outcomes physical distancing measure population immunity proportion Protective risk SARS-CoV-2 second wave Segmentation segmenting and shielding shielding transmission rate transmission rates treated [DOI] 10.1098/rstb.2020.0275 PMC 바로가기 [Article Type] Articles
FractalCovNet architecture for COVID-19 Chest X-ray image Classification and CT-scan image SegmentationResearch article Published on 2021-07-012022-10-05 Journal: Biocybernetics and Biomedical Engineering [Category] 치료기술, [키워드] annotation Automatic block Chest CT chest CT-scan Chest X-ray classification Chest X-ray image classification COVID-19 COVID-19 case COVID-19 patients CT-scan CT-scan image segmentation deep learning diagnosis of COVID-19 early stage Fractal FractalCovNet identify lesion outbreak pandemic Precision predict provide reduce Region Segmentation transfer Treatment U-NET X-ray [DOI] 10.1016/j.bbe.2021.06.011 [Article Type] Research article
A Cascade-SEME network for COVID-19 detection in chest x-ray images흉부 엑스레이 이미지에서 COVID-19 감지를 위한 Cascade-SEME 네트워크Article Published on 2021-05-012022-09-11 Journal: Medical physics [Category] SARS, 치료기술, [키워드] Accuracy added addition approach assist AUC Bacterial bacterial pneumonia can not cascade Cascade-SEMEnet Chest chest X-ray Chest X-ray images chest X-rays classification COVID COVID-19 COVID-19 case COVID-19 cases dataset detect diagnose Diagnosis diagnosis of COVID-19 effective evaluated exchange feature form framework grad-CAM highlighting Image IMPROVE Infection Infection prevention Interpretation learning lesion lung Lung infection Lungs Mask Masks measure mechanism medical resource Medical resources medical system mitigate moment network Patient Pneumonia pressure Prevention and control promoted Radiographs Region Regional regional learning. SARS-CoV-2 virus Segmentation sensitivities sensitivity significantly Specificities specificity Spread the epidemic the SARS-CoV-2 virus training set Viral pneumonia virus with COVID-19 [DOI] 10.1002/mp.14711 PMC 바로가기 [Article Type] Article
Lifestyle Effects on the Risk of Transmission of COVID-19 in the United States: Evaluation of Market Segmentation SystemsArticle Published on 2021-04-302022-10-29 Journal: International Journal of Environmental Research an [Category] COVID-19, MERS, SARS, [키워드] Analysis analysis of variance ANOVA approach association average risk Characteristics collected correlation COVID-19 COVID-19 incidence COVID-19 infection death determine Effect Epidemic exhibiting geographic information systems high risk identify impacted incidence rate Infection Lifemodes lifestyle segment mapped market intelligence market segmentation mortality rate performed preferences provided risk mapping Segmentation significantly statistical sustained System Tapestry the United State Transmission risk unique with COVID-19 [DOI] 10.3390/ijerph18094826 PMC 바로가기 [Article Type] Article
Automated CT Lung Density Analysis of Viral Pneumonia and Healthy Lungs Using Deep Learning-Based Segmentation, Histograms and HU ThresholdsArticle Published on 2021-04-212022-10-31 Journal: Diagnostics [Category] COVID-19, [키워드] 95% CI Analysis artificial intelligence automated biochemical Biomarker Chest CT Computed tomography correlated correlation CTPA deep deep learning density described deviation disease severity healthy histogram histogram analysis imaging biomarker Influenza lung Lungs parameter performed Protein RT-PCR SARS-CoV-2 Segmentation severity significantly Standard threshold Viral pneumonia WHO [DOI] 10.3390/diagnostics11050738 PMC 바로가기 [Article Type] Article
RANDGAN: Randomized generative adversarial network for detection of COVID-19 in chest X-rayRANDGAN: 흉부 X선에서 COVID-19를 탐지하기 위한 무작위 생성 적대 네트워크Article Published on 2021-04-212022-09-01 Journal: Scientific Reports [Category] MERS, 진단, 치료기술, [키워드] Anomaly Automation Bacterial bacterial pneumonia Chain Reaction Chest chest X-ray chest X-rays classification Computer science Convolutional neural networks COVID-19 COVID-19 case COVID-19 cases COVID-19 testing COVIDx dataset datasets deep learning detect diagnose Diagnostic markers early stage early stages generative adversarial network generative adversarial networks globe Health care Health care system health care systems Healthcare system Healthcare systems lack lung Lungs machine learning normal pandemic Patient Pneumonia polymerase chain polymerase chain reaction radiologist Radiologists Randomized region of interest resource ROC Curve Segmentation shown Spread training data transfer Viral Viral pneumonia [DOI] 10.1038/s41598-021-87994-2 PMC 바로가기 [Article Type] Article
Lung Infection Segmentation for COVID-19 Pneumonia Based on a Cascade Convolutional Network from CT ImagesCT 이미지의 캐스케이드 컨볼루션 네트워크를 기반으로 하는 COVID-19 폐렴에 대한 폐 감염 세분화Research Article Published on 2021-04-152022-09-10 Journal: BioMed Research International [Category] 치료기술, [키워드] Accuracy approach ASD average caused Clustering CNN complex Convolutional neural network country COVID-19 COVID-19 infection COVID-19 pandemic demonstrated diagnose directional disease F score feature female healthcare Image impacts infections Local local public health lung CT scan Lung infection male National network offer outbreak overcome overfitting overlap patients Precision problem recall Region Segmentation the patient tissue tissues Treatment Volume [DOI] 10.1155/2021/5544742 PMC 바로가기 [Article Type] Research Article
Lung Infection Segmentation for COVID-19 Pneumonia Based on a Cascade Convolutional Network from CT ImagesResearch Article Published on 2021-04-152022-10-27 Journal: BioMed Research International [Category] [키워드] Accuracy approach ASD average caused Clustering CNN complex country COVID-19 COVID-19 infection COVID-19 pandemic demonstrated diagnose directional disease feature female healthcare Image impacts infections Local local public health lung CT scan Lung infection male National network offer outbreak overcome overfitting overlap patients Precision problem recall Region Segmentation the patient tissue tissues Treatment Volume [DOI] 10.1155/2021/5544742 PMC 바로가기 [Article Type] Research Article
Lung Infection Segmentation for COVID-19 Pneumonia Based on a Cascade Convolutional Network from CT ImagesResearch Article Published on 2021-04-152022-10-27 Journal: BioMed Research International [Category] COVID-19, MERS, SARS, [키워드] Accuracy approach ASD average caused Clustering CNN complex country COVID-19 COVID-19 infection COVID-19 pandemic demonstrated diagnose directional disease feature female healthcare Image impacts infections Local local public health lung CT scan Lung infection male National network offer outbreak overcome overfitting overlap patients Precision problem recall Region Segmentation the patient tissue tissues Treatment Volume [DOI] 10.1155/2021/5544742 PMC 바로가기 [Article Type] Research Article
FIB-SEM as a Volume Electron Microscopy Approach to Study Cellular Architectures in SARS-CoV-2 and Other Viral Infections: A Practical Primer for a VirologistSARS-CoV-2 및 기타 바이러스 감염에서 세포 구조를 연구하기 위한 부피 전자 현미경 접근 방식으로서의 FIB-SEM: 바이러스 전문의를 위한 실용적인 입문서Review Published on 2021-04-022022-09-01 Journal: Viruses [Category] MERS, SARS, 진단, [키워드] architecture automated beam Cell cellular electron electron microscopy experiment FIB-SEM in vitro study increasingly interactions ion beam iterative less Microscopy Other plasma membrane positive primer quantitation reveal room temperature SARS-CoV-2 SARS-COV-2 infection SARS-CoV-2 virus SARS-CoV-2 viruses scanning electron microscopy Segmentation specimen temperature ultrastructure unique vEM Viral virological synapse Virologist viruses Visualization Volume volumeEM [DOI] 10.3390/v13040611 PMC 바로가기 [Article Type] Review