InstaCovNet-19: A deep learning classification model for the detection of COVID-19 patients using Chest X-rayResearch article Published on 2021-02-012022-10-05 Journal: Applied Soft Computing [Category] 유전자 메커니즘, 치료기술, [키워드] abnormality Accuracy affecting age artificial intelligence average benefit cause caused Convolution Convolution network coronavirus COVID COVID-19 COVID-19 patient deep learning detect Diagnosis disease Health high accuracy InstaCovNet-19 Integrated stacking Intervention Limited normal other disease other diseases Pneumonia Precision recall Respiratory illness SARS-CoV-2 Symptom training data virus X-ray [DOI] 10.1016/j.asoc.2020.106859 [Article Type] Research article
COVID-19 in-vitro Diagnostics: State-of-the-Art and Challenges for Rapid, Scalable, and High-Accuracy ScreeningBioengineering and Biotechnology Published on 2021-01-282022-10-31 Journal: Frontiers in Bioengineering and Biotechnology [Category] COVID-19, [키워드] Accuracy antibody approved assays challenge Characteristics contagious COVID-19 COVID-19 pandemic diagnostic diagnostics drug Effect Emergency use authorization EUA FDA food global public health gold standard high accuracy immunoassay In-vitro individual individuals lack limitation molecular pandemic point-of-care Rapid Respiratory disease SARS-CoV-2 Screening serological immunoassays Surveillance utility viral infection Viral RNA [DOI] 10.3389/fbioe.2020.605702 PMC 바로가기 [Article Type] Bioengineering and Biotechnology
Estimation of COVID-19 Epidemiology Curve of the United States Using Genetic Programming AlgorithmArticle Published on 2021-01-222022-10-29 Journal: International Journal of Environmental Research an [Category] COVID-19, MERS, [키워드] Algorithm applied artificial intelligence can be used country COVID-19 COVID-19 pandemic Curve dataset Deceased develop Epidemiology epidemiology curve estimation expression expressions Genetic genetic programming algorithm group high accuracy implementation investigation mathematical Patient patient groups programming R 2 recovered patient regression modeling symbolic the patient the United State translate [DOI] 10.3390/ijerph18030959 PMC 바로가기 [Article Type] Article
Comparison of the Diagnostic Value of Immunochromatography Kits in Corona Virus Disease 2019 Patients: A Prospective Pilot StudyOriginal Research Article Published on 2021-01-142022-10-30 Journal: JMA Journal [Category] COVID-19, [키워드] Accuracy acute respiratory syndrome analysed antibody Antibody detection carried China Corona coronavirus Coronavirus 2019 Corporation COVID-19 diagnosed with COVID-19 diagnostic value evaluate healthy high accuracy IgG IgM IgM and IgG IgM/IgG immunochromatography immunochromatography kit median age negative patients positive Prospective Rapid SARS-CoV-2 SARS-CoV-2 antibody serum Seven Spread symptom onset Test the median the patient United Kingdom value Variation [DOI] 10.31662/jmaj.2020-0084 PMC 바로가기 [Article Type] Original Research Article
Lung ultrasound score predicts outcomes in COVID-19 patients admitted to the emergency departmentResearch Published on 2021-01-112022-10-28 Journal: Annals of Intensive Care [Category] COVID-19, [키워드] 95% CI age approved AUC average calculated Chest CT conducted correlated correlation COVID-19 COVID-19 pandemic COVID-19 patient COVID-19 patients creating Critical care death Diagnosis disease severity eligible Emergency emergency medicine Endotracheal intubation enrolled high accuracy Hospital admission ICU admission local Ethics Committee lung male Older outcome outcomes parenchymal Patient performed physician predict primary endpoint prospective cohort study Prospective Study protocol reducing Respiratory failure Result secondary endpoint severe acute respiratory syndrome coronavirus 2 trauma Ultrasonography was tested [DOI] 10.1186/s13613-020-00799-w PMC 바로가기 [Article Type] Research
GENCODE 2021젠코드 2021AcademicSubjects/SCI00010 Published on 2021-01-082022-09-10 Journal: Nucleic Acids Research [Category] MERS, 유전자 메커니즘, [키워드] Analysis annotation automated bioinformatics completion convergence creation database Ensembl Genome high accuracy improvement Improvements resource SARS-CoV-2 SARS-COV-2 infection Structure Support supported transcript transcripts UCSC Genome Browser [DOI] 10.1093/nar/gkaa1087 PMC 바로가기 [Article Type] AcademicSubjects/SCI00010
Fast automated detection of COVID-19 from medical images using convolutional neural networks컨볼루션 신경망을 사용하여 의료 이미지에서 COVID-19를 빠르게 자동 감지Article Published on 2021-01-042022-09-10 Journal: Communications Biology [Category] MERS, 진단, 치료기술, [키워드] automated auxiliary chest X-ray Clinical practice clinical settings Computational biology and bioinformatics Computed tomography Convolutional neural network coronavirus disease Coronavirus disease 2019 correlation COVID-19 COVID-19 infection deep learning develop diagnose Diagnosis diagnostic diagnostic sensitivity diagnostic test Diseases feature FIVE global pandemic handling Health heatmap Heatmaps high accuracy identify Image processing IMPROVE infections Infectious diseases platform promise provide respiratory respiratory infections resulting sensitivity specificity specimen statistical upper respiratory X-ray [DOI] 10.1038/s42003-020-01535-7 PMC 바로가기 [Article Type] Article
Machine learning-based prediction of COVID-19 diagnosis based on symptomsArticle Published on 2021-01-042022-10-30 Journal: NPJ Digital Medicine [Category] COVID-19, [키워드] age approach assist can be used Contact COVID-19 COVID-19 case COVID-19 diagnosis COVID-19 test detect diagnosis of COVID-19 eight Epidemiology feature FIVE healthcare Healthcare systems high accuracy individual infected individual initial clinical symptoms machine machine-learning Ministry of Health mitigate patients Population screening predicted prediction reported resource resources Respiratory signs and symptoms risk of infection SARS-CoV-2 Sex subsequent Symptom tested [DOI] 10.1038/s41746-020-00372-6 PMC 바로가기 [Article Type] Article
Advances in aggregation induced emission (AIE) materials in biosensing and imaging of bacteria박테리아의 바이오센싱 및 이미징에서 응집 유도 방출(AIE) 재료의 발전Article Published on 2021-01-012022-09-11 Journal: Progress in molecular biology and translational sc [Category] 치료기술, [키워드] Adding advance aggregation Aggregation induced emission antibiotic Antibiotic treatment Antibiotics Bacteria Bacterial coinfection bacterial coinfections Bacterial community Bio sensing cause CDC Cell labelling center conditions COVID-19 COVID-19 patients Critical critical patients dead Differentiating pathogenic and non pathogenic bacteria disease control drug drug resistance Drug resistant bacteria effective emission Evolution failure Health high accuracy imaging IMPROVE induced Infection infectious agent Infectious disease Infectious diseases Live imaging matter nanomaterials New pandemic pathogenic Patient plague Prevent Rapid rapid detection reported strain Strains Support threat USA Variation [DOI] 10.1016/bs.pmbts.2021.06.015 PMC 바로가기 [Article Type] Article
On the Challenges for the Diagnosis of SARS-CoV-2 Based on a Review of Current Methodologies현재의 방법론 검토를 기반으로 한 SARS-CoV-2 진단의 과제Review Published on 2020-12-242022-09-11 Journal: ACS Sensors [Category] SARS, 치료기술, [키워드] Accuracy antibodies artificial intelligence biosensors bottleneck bottlenecks Chain Reaction challenge Chemistry Combination COVID-19 COVID-19 diagnosis current detection diagnosing diagnosis of COVID-19 genetic material high accuracy immunoassays infected individual infected individuals Infection lateral flow lateral flow devices less limitation methodology Nanoparticles POC point-of-care polymerase chain polymerase chain reaction prevented protocol real-time polymerase chain reaction required review RT-PCR SARS-CoV-2 Stage surface plasmon surface plasmon resonance time-consuming [DOI] 10.1021/acssensors.0c01382 PMC 바로가기 [Article Type] Review