LungINFseg: Segmenting COVID-19 Infected Regions in Lung CT Images Based on a Receptive-Field-Aware Deep Learning FrameworkArticle Published on 2021-01-222022-10-31 Journal: Diagnostics [Category] COVID-19, [키워드] Accuracy automated build Computed tomography consolidations Convolution COVID-19 COVID-19 infection CT slices deep deep learning deep learning-based method diagnosing disease domain Effectiveness experiments feature Features framework Frequency help hospital Image Image segmentation include infections information learning limit Lung CT manual mechanism parallel-group pathological changes Patient promote Region RT-PCR test Vaccine [DOI] 10.3390/diagnostics11020158 PMC 바로가기 [Article Type] Article
Warmer weather unlikely to reduce the COVID-19 transmission: An ecological study in 202 locations in 8 countriesArticle Published on 2021-01-202022-10-29 Journal: The Science of the total environment [Category] COVID-19, MERS, SARS, [키워드] Abstract approach association basic reproductive number center change China collected condition conditions confirmed case correlation country COVID-19 COVID-19 case COVID-19 transmission ecological Factor Image Meta-analysis Meteorological factors Multiple linear regression Other principal Radiation reduce SARS-CoV-2 SEIR significantly statistically significant temperature Transmission ultraviolet Ultraviolet radiation unlikely Warmer with COVID-19 [DOI] 10.1016/j.scitotenv.2020.142272 PMC 바로가기 [Article Type] Article
Deep Learning applications for COVID-19Survey Paper Published on 2021-01-112022-10-30 Journal: Journal of Big Data [Category] COVID-19, [키워드] accelerate Answering computer computer vision COVID-19 COVID-19 pandemic COVID-19 research deep Deep Learning applications detection drug Epidemiology example Forecasting generalization help Image include intelligence interpretability language learning life Life Sciences limitation Limited literature review misinformation natural natural language processing prediction privacy processing provide Public repurposing Research Retrieval robotics Structure vision [DOI] 10.1186/s40537-020-00392-9 PMC 바로가기 [Article Type] Survey Paper
Deep Ensemble Model for Classification of Novel Coronavirus in Chest X-Ray ImagesResearch Article Published on 2021-01-052022-10-31 Journal: Computational Intelligence and Neuroscience [Category] COVID-19, MERS, [키워드] Accuracy anatomical applied Automatic Chest chest X-ray classification CNN Community COVID-19 death deep deep learning Diagnosis early diagnosis help Image infected individuals Infection infections information Model novel Novel coronavirus physiological produced radiographic examination radiologist SARS-CoV-2 selected test dataset variations [DOI] 10.1155/2021/8890226 PMC 바로가기 [Article Type] Research Article
Links between air pollution and COVID-19 in England ☆Article Published on 2021-01-012022-11-01 Journal: Environmental pollution (Barking, Essex : 1987) [Category] COVID-19, MERS, SARS, [키워드] Abstract addition Affect affected age Air pollution assessment average caused China concentrations coronavirus disease country COVID-19 COVID-19 case COVID-19 cases COVID-19 infection COVID-19 mortality database death death rates deaths died disease emission England Factor global pandemic Health humans Image increase in Level median Mortality mortality rate Nitrogen oxides Novel coronavirus Ozone pandemic Patient PM10 PM2.5 positive provide recent Regional reported SARS-CoV-2 severity UK biobank UK Biobank data variables Variation virus while Wuhan [DOI] 10.1016/j.envpol.2020.115859 PMC 바로가기 [Article Type] Article
Early-pandemic wastewater surveillance of SARS-CoV-2 in Southern Nevada: Methodology, occurrence, and incidence/prevalence considerationsFull Paper Published on 2020-12-312022-10-28 Journal: Water Research X [Category] COVID-19, [키워드] Abstract appear approach Community comparability Composite Concentration concentrations conditions COVID-19 detect detection driven by early phase Effect epidemiological exhibited fecal genetic marker genetic material global pandemic highlighting Image incidence increase in infected individuals measure methodological Mild mitigate multiple study Numerous Occurrence pandemic Prevalence public health quantification ranged reported responsible SARS-CoV-2 SARS-CoV-2 RNA secondary sensitivity sewage Surveillance surveillance data Variability virus Volume wastewater surveillance WHO World Health Organization [DOI] 10.1016/j.wroa.2020.100086 PMC 바로가기 [Article Type] Full Paper
Infectious disease, human capital, and the BRICS economy in the time of COVID-19Method Article Published on 2020-12-252022-10-30 Journal: MethodsX [Category] COVID-19, [키워드] Abstract Brazil BRICS China COVID-19 COVID-19 testing develop disease Government Health healthcare heart disease Image India infection rate infections Infectious disease Measures pandemic Population poverty resource Russia South Africa Stress [DOI] 10.1016/j.mex.2020.101202 PMC 바로가기 [Article Type] Method Article
COVIDNet-CT: A Tailored Deep Convolutional Neural Network Design for Detection of COVID-19 Cases From Chest CT ImagesMedicine Published on 2020-12-232022-10-31 Journal: Frontiers in Medicine [Category] COVID-19, [키워드] abnormality approach build Care caused center characteristic Chest CT image China Clinicians collected complement Complication Computed tomography conditions coronavirus disease COVID-19 COVID-19 case COVID-19 infection CT scan dataset deep deep learning detection disease effective Healthcare system identify Image image classification infected with COVID-19 lung negative RT-PCR network Neural Non-COVID-19 pandemic Patient Pneumonia reliability reported researchers RT-PCR testing SARS-CoV-2 screening method undergo while worsening respiratory status [DOI] 10.3389/fmed.2020.608525 PMC 바로가기 [Article Type] Medicine
Vulnerability of deep neural networks for detecting COVID-19 cases from chest X-ray images to universal adversarial attacks흉부 X선 영상에서 보편적인 적대 공격에 이르기까지 코로나19 사례를 탐지하기 위한 심층 신경망의 취약성Research Article Published on 2020-12-172022-09-10 Journal: PLoS ONE [Category] MERS, SARS, 진단, 치료기술, 치료제, [키워드] assigned attack attacks average chest X-ray Chest X-ray image Chest X-ray images Computed tomography coronavirus disease Coronavirus disease 2019 COVID-19 COVID-19 case COVID-19 cases COVID-19 diagnosis COVID-19 patients dataset detect evaluate evaluated example focus form Image IMPROVE induce input iterative Novel coronavirus novel coronavirus disease open Radiologists required resulting robustness the epidemic vulnerability X-ray computed tomography [DOI] 10.1371/journal.pone.0243963 PMC 바로가기 [Article Type] Research Article
Artificial Intelligence Applied to Chest X-Ray Images for the Automatic Detection of COVID-19. A Thoughtful Evaluation ApproachBiomedical Engineering Published on 2020-12-142022-10-30 Journal: Ieee Access [Category] COVID-19, [키워드] Accuracy Affect Analysis Antigen artificial Automatic average carried Chest chest X-ray complementary controls COVID-19 COVID-19 diagnosis Critical current dataset deep learning detection develop diagnosing Diagnosis Effect evaluate Evidence experiment False negative groups Image IMPROVE include intelligence Interpretation lung methodology molecular network Neural performed Pneumonia protocol radiological imaging radiologist recall reduce severity the disease Variability [DOI] 10.1109/ACCESS.2020.3044858 PMC 바로가기 [Article Type] Biomedical Engineering