Detecting COVID-19 in Chest X-Ray Images via MCFF-NetMCFF-Net을 통한 흉부 X선 영상에서 COVID-19 감지Research Article Published on 2021-06-182022-09-11 Journal: Computational Intelligence and Neuroscience [Category] MERS, SARS, 치료기술, [키워드] Accuracy acute respiratory syndrome acute respiratory syndrome coronavirus assist Attention caused channel Characteristics chest X-ray clinician Convolutional neural network coronavirus country COVID-19 COVID-19 case COVID-19 diagnosis CXR Efficiency experimental results fusion Image IMPROVE lack limitations Medical resources mitigate module network PCAF Precision respiratory Respiratory disease RT-PCR SARS-CoV-2 sensitivity severe acute respiratory syndrome Coronavirus specificity spread of COVID-19 time-consuming with COVID-19 [DOI] 10.1155/2021/3604900 PMC 바로가기 [Article Type] Research Article
Covid-19 imaging: A narrative reviewReview Published on 2021-06-182022-10-04 Journal: Annals of Medicine and Surgery [Category] 진단, [키워드] 2019 novel coronavirus Abstract artificial intelligence characteristic Chest Chest computed tomography children Computed tomography computed tomography (CT) consolidations COVID-19 COVID-19 pneumonia Defense Diagnosis diagnostic disease disease stage disease stages exhaustive analysis feature Features GGO Ground-glass opacities Image imaging implementation Infection initial interlobular intralobular literature review lobes lung management measure MRI multifocal Novel coronavirus nucleic acid objective offer outbreak outlined Patient pet Pneumonia pregnant women Radiologists recommendations reported Result SARS-CoV2 sensitivity Spread subpleural band systematic literature search traction bronchiectasis while [DOI] 10.1016/j.amsu.2021.102489 PMC 바로가기 [Article Type] Review
SARS-CoV2 infection impairs the metabolism and redox function of cellular glutathioneResearch Paper Published on 2021-06-102022-10-28 Journal: Redox Biology [Category] COVID-19, MERS, SARS, [키워드] Abstract Activation alteration Analysis Antiviral antiviral drug antiviral potency Cell cellular change COVID-19 CPE Cytopathic effect demonstrated ER stress expression data generate glutathione GSH GSSG homeostatic host cell hpi Image impair in vitro in vitro model in vitro study Increased infected cells Infection investigated marker membrane transporter metabolism NAC nelfinavir Nrf2 occurred oxidized glutathione precursor Prevent produced Protein Protein glutathionylation Proteins reduced Replication reported SARS-CoV-2 SARS-CoV2 SARS-CoV2 infection Schematic thiol Thiols transcription factor Treatment upregulation VERO E6 cells viral replication virus [DOI] 10.1016/j.redox.2021.102041 PMC 바로가기 [Article Type] Research Paper
Lung perfusion findings on perfusion SPECT/CT imaging in non-hospitalized de-isolated patients diagnosed with mild COVID-19 infectionResearch Published on 2021-06-092022-10-31 Journal: The Egyptian Journal of Radiology and Nuclear Medicine [Category] COVID-19, [키워드] Abnormalities abnormality cause changes collected COVID pneumonia COVID-19 COVID-19 infection COVID-19 patient diagnosed diagnosed with COVID-19 Image incidence Infection lung Mild Mosaic attenuation nuclear parenchymal pathophysiology Patient Perfusion abnormalities Perfusion defects pulmonary infiltrate Result Retrospective study shown Ventilation VQ SPECT/CT were assessed with mild disease [DOI] 10.1186/s43055-021-00521-1 PMC 바로가기 [Article Type] Research
Early assessment of lung function in coronavirus patients using invariant markers from chest X-rays images흉부 X- 레이 이미지에서 불변 마커를 사용한 코로나 바이러스 환자의 폐 기능의 조기 평가Article Published on 2021-06-082022-09-01 Journal: Scientific Reports [Category] MERS, 바이오마커, 진단, [키워드] Accuracy affected approach assist automatically Biomarkers biomedical engineering boundary CAD chest X-ray classification algorithms Classifier clinical care computer coronavirus coronavirus disease Coronavirus disease 2019 COVID-19 COVID-19 patients COVID-19 positive patients cross cumulative cumulative distribution function death decision trees detect determine develop Diagnosis diagnostic Dice died disease severity Diseases distribution experiment feasibility higher risk illumination Image information inhomogeneity Intensive Local lung Lung function Lung infection Lung pathology lung; manuscript marker mechanical respiratory mechanical ventilation methodology Mortality naive Bayes classifier parameter Patient physician predict produced provide provided Pulmonary function radiologist radius random Random forest Region respiratory risk Rotation sensitivity severity similarity specificity Support support vector machine tested training set translation uniformity X-ray [DOI] 10.1038/s41598-021-91305-0 PMC 바로가기 [Article Type] Article
Artificial Neural Network-Based Deep Learning Model for COVID-19 Patient Detection Using X-Ray Chest ImagesX선 흉부 영상을 이용한 코로나19 환자 감지를 위한 인공 신경망 기반 딥 러닝 모델Research Article Published on 2021-06-052022-09-10 Journal: Journal of Healthcare Engineering [Category] MERS, SARS, 진단, 치료기술, [키워드] Abnormalities abnormality Accuracy Activation affected artificial best chest X-ray Classifier convolutional neural network- coronavirus coronavirus disease country COVID-19 COVID-19 cases Cross-validation CXR dataset deep deep learning detection diagnosis of COVID-19 diagnostic feature globe healthy Image infected with COVID-19 initial learning Medical imaging Model Neural outbreak pandemic parameter Patient Pneumonia radiological Radiologists Sensitivity and specificity Still Support time-consuming transfer Visualization [DOI] 10.1155/2021/5513679 PMC 바로가기 [Article Type] Research Article
COVID-19 Diagnosis Using an Enhanced Inception-ResNetV2 Deep Learning Model in CXR ImagesCXR 이미지에서 향상된 Inception-ResNetV2 딥 러닝 모델을 사용한 COVID-19 진단Research Article Published on 2021-06-032022-09-10 Journal: Journal of Healthcare Engineering [Category] MERS, SARS, 진단, 치료기술, [키워드] accelerate Accuracy Algorithm Chain Reaction chest X-ray connection Convolutional neural networks COVID-19 COVID-19 infection COVID-19 pandemic CXR deep deep learning detect diagnose Diagnosis ENhance enhanced Health high accuracy Image inception introduced lack learning lung Lungs Model PCR polymerase chain reaction Precision recall Region researcher time-consuming Visualization [DOI] 10.1155/2021/6658058 PMC 바로가기 [Article Type] Research Article
A Prospective Observational Study to Investigate Performance of a Chest X-ray Artificial Intelligence Diagnostic Support Tool Across 12 U.S. HospitalsArticle Published on 2021-06-032022-10-28 Journal: ArXiv [Category] COVID-19, [키워드] accelerate artificial Asian AUROC characteristic Chest clinical decision Clinical sign clinician Collection COVID-19 COVID-19 diagnosis COVID-19 negative CXR diagnostic disease External external validation females Github highest Image implementation IMPROVE information intelligence internal International likelihood limitation Local lowest male median Model Non-COVID-19 offer Patient performance performed positive predict Prospective reached Region ROC score significantly higher Spain subgroup analysis Support Symptoms university USA Valencian while X-ray PMC 바로가기 [Article Type] Article
COVID-19 and sunlight: Impact on SARS-CoV-2 transmissibility, morbidity, and mortalityPerspective Published on 2021-05-302022-10-28 Journal: Annals of Medicine and Surgery [Category] COVID-19, [키워드] Abstract administration aerosol Affect affected analyzed association Contamination Coronavirus disease 2019 coughing COVID-19 deficiency different material dosage droplet Factors fatality highest human CoV Image Impact incidence infective intensity less morbidity Mortality persist Photo-biomodulation photodynamic therapy Population Radiation reducing Region SARS-CoV-2 SARS-CoV-2 transmission Simulated sunlight Solar Spread stability Sunlight susceptible Therapeutics Transmissibility ultraviolet Ultraviolet radiation virus Vitamin D status with COVID-19 [DOI] 10.1016/j.amsu.2021.102419 PMC 바로가기 [Article Type] Perspective
Generation of Synthetic Chest X-ray Images and Detection of COVID-19: A Deep Learning Based ApproachArticle Published on 2021-05-182022-10-31 Journal: Diagnostics [Category] COVID-19, [키워드] abnormality Accuracy acute respiratory distress affected Algorithm approach ARDS caused chest X-ray CNNs Contact COVID-19 COVID-19 detection COVID-19 virus CXR dataset deep deep learning detect detection develop discharge disease feature Feature selection generate Generation generative adversarial network harmony Harmony Search help identify Image individual initial screening learning limit limitations lung Mild symptom MOST nasal network Neural organ overcome performed positive Radiographic reduce Saliva Spread syndrome synthetic synthetic data generation the SARS-CoV-2 virus X-ray [DOI] 10.3390/diagnostics11050895 PMC 바로가기 [Article Type] Article