COVID-19 Pneumonia Diagnosis Using a Simple 2D Deep Learning Framework With a Single Chest CT Image: Model Development and ValidationOriginal Paper Published on 2020-06-292022-10-30 Journal: Journal of Medical Internet Research [Category] COVID-19, SARS, [키워드] accelerate Accuracy addition appear artificial intelligence backbone changes Chest CT Chest CT image collected Computed tomography Consensus convolutional neural networks, transfer learning COVID-19 CT database deep deep learning develop development diagnose Diagnosis diagnostic disease Diseases framework highest Italian learning Model Neural network nonpneumonia objective patients with COVID-19 physician Physicians Pneumonia provide radiology Result scan sensitivity simple Society specificity Spread Support tested transfer university validation Wonkwang University worldwide crisis [DOI] 10.2196/19569 PMC 바로가기 [Article Type] Original Paper
New machine learning method for image-based diagnosis of COVID-19Research Article Published on 2020-06-262022-10-28 Journal: PLoS ONE [Category] Coronavirus, MERS, SARS, [키워드] accelerate Accuracy Chest COVID-19 COVID-19 patient datasets diagnosis of COVID-19 Epidemic evaluated Evolution Exponent feature Features foraging machine moment New Non-COVID-19 optimization vital role WHO World Health Organization [DOI] 10.1371/journal.pone.0235187 PMC 바로가기 [Article Type] Research Article
Molecular and Serological Tests for COVID-19. A Comparative Review of SARS-CoV-2 Coronavirus Laboratory and Point-of-Care DiagnosticsReview Published on 2020-06-262022-10-31 Journal: Diagnostics [Category] COVID-19, [키워드] accelerate anti-viral antibody Asymptomatic blood/serum cause clinical decision Comparative coronavirus 2 COVID-19 COVID-19 diagnosis diagnostics disease facilitate genetic material healthcare identify immunoassay in vitro diagnostic tests infection control Isolation Laboratory test Laboratory testing management Microarray National pandemic point-of-care preventative measures Protein Quantitative respiratory reverse transcription PCR review RT-qPCR SARS-CoV-2 serology serology immunoassays specimens Test Treatment [DOI] 10.3390/diagnostics10060434 PMC 바로가기 [Article Type] Review
CORDITE: The Curated CORona Drug InTERactions Database for SARS-CoV-2Research article Published on 2020-06-202022-10-05 Journal: iScience [Category] 신약개발, [키워드] accelerate API approach bioinformatics Biological Database Clinical studies clinically Clinicians de novo domain drug drug design drugs effective effective drug humans knowledge Medicine Meta-analysis outbreak provide Research researcher SARS-CoV-2 Side effects tested the SARS-CoV-2 virus treatment for COVID-19 Virology [DOI] 10.1016/j.isci.2020.101297 [Article Type] Research article
Vaccines against Coronaviruses: The State of the ArtReview Published on 2020-06-172022-10-28 Journal: Vaccines [Category] COVID-19, [키워드] absence accelerate acute respiratory syndrome Affect animal model approved candidate carried caused concerning contagious contagiousness coronavirus Coronavirus vaccines country COVID-19 Efficacy Epidemic Epidemics First wave health system IMPROVE less MERS MERS-CoV Middle East new coronavirus SARS-CoV-2 occur pandemic Perspective pharmacological treatments Prognosis responsible SARS SARS-CoV SARS-CoV-2 SARS-CoV-2 pandemic SARS-CoV-2 vaccine shown state subsequent syndrome the disease the vaccine Treatment Trial Vaccine vaccine candidate virus [DOI] 10.3390/vaccines8020309 PMC 바로가기 [Article Type] Review
Artificial Intelligence and COVID-19: Deep Learning Approaches for Diagnosis and TreatmentComputers and information processing Published on 2020-06-122022-10-30 Journal: Ieee Access [Category] COVID-19, [키워드] accelerate approach artificial artificial intelligence big data bioinformatics Biomedical Informatics Clinical data continuum country COVID-19 COVID-19 disease COVID-19 outbreak death deep deep learning Diagnosis facilitate form IMPROVE infected case information intelligence introduced investigated learning machine machine learning network Neural physician platform public health researchers response Spread target term Treatment virus with COVID-19 [DOI] 10.1109/ACCESS.2020.3001973 PMC 바로가기 [Article Type] Computers and information processing
From COVID-19 research to vaccine application: why might it take 17 months not 17 years and what are the wider lessons?Commentary Published on 2020-06-082022-10-31 Journal: Health Research Policy and Systems [Category] COVID-19, SARS, [키워드] 2019 novel coronavirus accelerate Analysis applied approach Biomedical research Combination conducted coronavirus disease COVID-19 COVID-19 research COVID-19 vaccine develop dosage effective Efficacy effort Examining General population greater Health help highlighting identify increasingly matrix monitoring overlap overlapping pandemic phase Rapid reduce reducing Regulatory required Research Research translation resources risk Safe SARS-CoV-2 Time-lags Timescales translation Trial trials Vaccine vaccine candidate World Health Organization [DOI] 10.1186/s12961-020-00571-3 PMC 바로가기 [Article Type] Commentary
Norwegian Coronavirus Disease 2019 (NO COVID-19) Pragmatic Open label Study to assess early use of hydroxychloroquine sulphate in moderately severe hospitalised patients with coronavirus disease 2019: A structured summary of a study protocol for a randomised controlled trialLetter Published on 2020-06-052022-10-29 Journal: Trials [Category] COVID-19, SARS, [키워드] 1:1 7-point ordinal scale accelerate activities activity acute respiratory syndrome adaptive addition administration Admission airway Akershus allocation sequence Analysis anticipated approach automatically baseline Biochemistry Biomarker blinded Blinding Blood C-reactive protein cardiac troponin Chloroquine clinical Clinical outcome Clinical practice clinical status clinical symptom collected condition coronavirus coronavirus disease COVID-19 Culture database Department disease dissemination early treatment element Endpoint examined excluded extracorporeal membrane oxygenation Good harmonization hepatic injury history hospital Hospital admission hospitalisation hospitalised hospitalised patient Hospitalized Hydroxychloroquine Hypothesis In-hospital include independent Inpatient intensive care intensive care unit International Conference Intervention intervention arm Invasive mechanical ventilation Laboratory marker Microbiology Mortality nasopharyngeal NEWS2 non-invasive ventilation Norway number Nurse objective open label Oropharyngeal Oropharyngeal sampling outcome oxygen participant Patient patients peptide Placebo polymerase chain polymerase chain reaction positive Practice Pragmatic pragmatic trial primary endpoint profile Prolonged Protein protocol QT interval randomisation randomised randomised controlled randomised controlled trial randomization Randomized Randomized controlled trial recruited recruitment Registered renal requiring supplemental oxygen resource responsible RT-PCR Safe Sample size SARS-CoV-2 SARS-CoV-2 viral load score secondary Seven standard care statistical analyses status Study protocol subjects Surveillance therapy transcriptase Treatment treatment allocation Trial Two-arm university use of hydroxychloroquine Viral load virological clearance viruses vital signs website [DOI] 10.1186/s13063-020-04420-0 PMC 바로가기 [Article Type] Letter
Human Challenge Studies to Accelerate Coronavirus Vaccine LicensurePerspective Published on 2020-06-012022-10-29 Journal: The Journal of Infectious Diseases [Category] COVID-19, MERS, SARS, [키워드] accelerate Adults baseline candidate Care challenge conditions Controlled coronavirus death disease Ethics healthy Human Human challenge studies Infection licensure Live virus morbidity Mortality natural infection participant Phase 3 Randomized controlled trials receive reduce reducing replacing risk risk-taking SARS-CoV-2 vaccine severe disease Trial Vaccine vaccine candidates Vaccines Volunteer [DOI] 10.1093/infdis/jiaa152 PMC 바로가기 [Article Type] Perspective
Contextualizing Critical Care Medicine in the Face of Covid-19 PandemicMedical Education Article Published on 2020-06-012022-10-30 Journal: JNMA: Journal of the Nepal Medical Association [Category] Coronavirus, SARS, [키워드] critical care accelerate confirmed case country COVID 19 COVID-19 COVID-19 outbreak COVID-19 pandemic Critical care death face Health hospital ICU increasingly intensive care unit life threatening management Medicine Nepal organ dysfunction pandemic Patient resource risk ventilator [DOI] 10.31729/jnma.5153 PMC 바로가기 [Article Type] Medical Education Article