Comparing different deep learning architectures for classification of chest radiographsArticle Published on 2020-08-122022-10-29 Journal: Scientific Reports [Category] Coronavirus, MERS, [키워드] Area AUROC Chest Chest radiograph CNN Collection comparable complex COVID-19 dataset datasets deep learning detect Image Medical research Pneumonia Radiography receiver operating characteristics representing required Research subject [DOI] 10.1038/s41598-020-70479-z PMC 바로가기 [Article Type] Article
An automated Residual Exemplar Local Binary Pattern and iterative ReliefF based COVID-19 detection method using chest X-ray imageResearch article Published on 2020-08-012022-10-05 Journal: Chemometrics and Intelligent Laboratory Systems [Category] 치료기술, [키워드] Accuracy automated automatically binary caused chest X-ray classification Classifier cognitive COVID-19 Decision tree detect diagnose Diagnosis disease help Image IRF iterative Iterative ReliefF linear machine learning pattern radiology residual Residual Exemplar LBP shown stages Support SVM transmitted virus worldwide pandemic X-ray [DOI] 10.1016/j.chemolab.2020.104054 [Article Type] Research article
Chest CT for early detection and management of coronavirus disease (COVID-19): a report of 314 patients admitted to Emergency Department with suspected pneumoniaChest Radiology Published on 2020-07-292022-10-28 Journal: La Radiologia Medica [Category] COVID-19, MERS, SARS, [키워드] abnormality association blinded Blood Chest CT clinically suspected consolidation coronavirus disease correlation COVID-19 COVID-19 negative CT finding CT findings Department distribution Emergency Emergency radiology evaluated expressed Frequency GGO help Image Infection interlobular septal thickening Italian population lung management nasopharyngeal swab sample oxygenation status pandemic Patient patients Pneumonia positive radiologist Result RT-PCR RT-PCR assay Spread suspected patients Transmission [DOI] 10.1007/s11547-020-01256-1 PMC 바로가기 [Article Type] Chest Radiology
Predicting COVID-19 Pneumonia Severity on Chest X-ray With Deep LearningEmergency Medicine Published on 2020-07-282022-10-31 Journal: Cureus [Category] COVID-19, [키워드] blinded can be used Care chest X-ray Chest X-ray images Coronavirus disease-19 COVID-19 COVID-19 pneumonia database dataset deep deep learning artificial intelligence Efficacy Escalation feature ICU Image learning lung Lung infection lung involvement MAE management mean absolute error MONITOR Non-COVID-19 Non-invasive Patient Pneumonia predict Predictive progression Regression model Result scored severity severity of COVID-19 severity scoring Streamline subset the disease Treatment X-ray [DOI] 10.7759/cureus.9448 PMC 바로가기 [Article Type] Emergency Medicine
Images in Vascular Medicine: Peripheral artery thrombosis in critically ill patients with COVID-19Images in Vascular Medicine Published on 2020-07-152022-10-28 Journal: Vascular Medicine (London, England) [Category] Coronavirus, MERS, SARS, [키워드] Critically ill patient Image peripheral thrombosis with COVID-19 [DOI] 10.1177/1358863X20938431 PMC 바로가기 [Article Type] Images in Vascular Medicine
Review of trials currently testing treatment and prevention of COVID-19Systematic Review Published on 2020-05-232022-10-04 Journal: Clinical microbiology and infection : the official [Category] MERS, SARS, 신약개발, 임상, 치료법, [키워드] Abstract age analysed Anti-inflammatory antivirals applied assist category Chinese clinical clinical trial clinical trials country COVID-19 COVID-19 case COVID-19 pandemic effort eligibility criteria European evaluated Evidence excluded Image immunomodulators Inclusion interquartile range Intervention investigated Major management median Novel coronavirus Numerous objective open label participant Patient care performed physician Pneumonia Potential treatment prevention prevention of COVID-19 promote Randomized Randomized controlled trial Registered registry Research researcher Result retrieved review SARS-CoV-2 searched Study design therapeutic Treatment Trial union withdrawn [DOI] 10.1016/j.cmi.2020.05.019 PMC 바로가기 [Article Type] Systematic Review