Analyze COVID-19 CT images based on evolutionary algorithm with dynamic searching spaceOriginal Article Published on 2021-09-062022-10-31 Journal: Complex & Intelligent Systems [Category] COVID-19, [키워드] Algorithm Analysis approach automatically Batch normalization can be used caused CNN CNNs Computed tomography COVID-19 COVID-19 pandemic COVID-19 testing deteriorate diagnosing Evolutionary algorithms experiment help hospital resource IMPROVE Intensive knowledge over pathogenic performed related expert searched significantly Variable-length chromosomes [DOI] 10.1007/s40747-021-00513-8 PMC 바로가기 [Article Type] Original Article
Automated processing of thermal imaging to detect COVID-19Article Published on 2021-09-012022-10-04 Journal: Scientific Reports [Category] 바이오마커, 치료기술, [키워드] Algorithm Algorithms AUC automatically can be used clinical variable correlated COVID-19 detect Disease progression feature individual Infectious diseases limit Medical imaging National point-of-care Rapid Region resources SARS-COV-2 infection sensitivity spread of COVID-19 thermal with COVID-19 [DOI] 10.1038/s41598-021-96900-9 PMC 바로가기 [Article Type] Article
ResGNet-C: A graph convolutional neural network for detection of COVID-19Research article Published on 2021-09-012022-10-05 Journal: Neurocomputing [Category] 치료기술, [키워드] Accuracy automatically averaged caused classifiers COVID-19 dataset deep learning detect diagnosing Diagnosis Euclidean distance facilitate feature FIVE graph Graph neural network infected patient knowledge Lung CT Mortality Pneumonia ResGNet-C sensitivity specificity surpassed tomography virus [DOI] 10.1016/j.neucom.2020.07.144 [Article Type] Research article
Label-free SARS-CoV-2 detection and classification using phase imaging with computational specificityArticle Published on 2021-09-012022-10-31 Journal: Light, Science & Applications [Category] COVID-19, [키워드] Accuracy Adenovirus applied approach automatically Biophotonics breath COVID-19 crisis deep learning glass slides H1N1 identify Interference microscopy less Microscope Microscopy mitigate optical Pairing Pandemics pathology Patient Rapid SARS-CoV-2 SARS-CoV-2 detection sensitivity specificity These data viral particle virus was used Zika virus ZIKV [DOI] 10.1038/s41377-021-00620-8 PMC 바로가기 [Article Type] Article
Predicting hosts based on early SARS-CoV-2 samples and analyzing the 2020 pandemicArticle Published on 2021-08-312022-10-29 Journal: Scientific Reports [Category] COVID-19, MERS, SARS, [키워드] Analysis association AUC automatically bats calculated computation Computational biology and bioinformatics Computational models conducted COVID-19 pandemic Deep Learning Method demonstrated early stage feature FIVE Genome genomic Host host range hosts Human isolate lack likelihood novel virus Novel viruses outbreak pandemic Phylogeny predict raised SARS-CoV-2 SARS-CoV-2 pandemic sequenced Virology virus [DOI] 10.1038/s41598-021-96903-6 PMC 바로가기 [Article Type] Article
Quantitative CT for detecting COVID‑19 pneumonia in suspected cases의심되는 경우에서 Covid -19 폐렴을 검출하기위한 정량적 CTResearch Article Published on 2021-08-192022-09-01 Journal: BMC Infectious Diseases [Category] MERS, SARS, 진단, 치료기술, [키워드] analyzed artificial intelligence assist automatically auxiliary Chain Reaction characteristic Computed tomography consolidation Convolutional neural network Corona COVID-19 COVID-19 pneumonia COVID‐19 diagnosing diagnosis of COVID-19 diagnostic value effective excluded expected GGO Ground glass opacity Hounsfield unit Hounsfield units Infection lobe lobes lung lung lesions negative RT-PCR nine parameter Patient patients with COVID-19 PCR test Pneumonia polymerase chain polymerase chain reaction positive provide public health Quantification method Quantitative Quantitative CT receiver receiver operating characteristic Result reverse transcription right lung ROC RT-PCR RT-PCR test sensitivity specificity statistical difference statistical differences statistically supplementary material Suspected cases threshold Threshold segmentation thresholds to define two groups Virus Disease VoC Volume was used were used worldwide pandemic [DOI] 10.1186/s12879-021-06556-z PMC 바로가기 [Article Type] Research Article
Incorrect Facemask-Wearing Detection Using Convolutional Neural Networks with Transfer LearningArticle Published on 2021-08-162022-10-31 Journal: International journal for equity in health [Category] COVID-19, [키워드] Accuracy artificial automatically can be used CNN contagiousness contribute Convolutional neural network COVID-19 COVID-19 pandemic deep learning detect detection facemask facemask-wearing condition facemasks facial facial recognition IMPROVE intelligence learning mechanism network Neural reduce transfer transfer learning virus virus transmission [DOI] 10.3390/healthcare9081050 PMC 바로가기 [Article Type] Article
A bagging dynamic deep learning network for diagnosing COVID-19COVID-19 진단을위한 포장 동적 딥 러닝 네트워크Article Published on 2021-08-112022-09-01 Journal: Scientific Reports [Category] MERS, 진단, 치료기술, [키워드] Accuracy Algorithm automatically best block Chest radiography Classifier clinician Computational science Convolution COVID-19 deep learning diagnosing Diagnosis diagnostic Diseases effective Evidence Experimental result experimental results Features open provide recognizing Symptom Treatment worldwide pandemic X-ray [DOI] 10.1038/s41598-021-95537-y PMC 바로가기 [Article Type] Article
Leveraging Transfer Learning to Analyze Opinions, Attitudes, and Behavioral Intentions Toward COVID-19 Vaccines: Social Media Content and Temporal Analysis전이 학습을 활용하여 COVID-19 백신에 대한 의견, 태도 및 행동 의도 분석: 소셜 미디어 콘텐츠 및 시간 분석Original Paper Published on 2021-08-102022-09-10 Journal: Journal of Medical Internet Research [Category] MERS, SARS, 치료기술, [키워드] 95% CI acceptance addition alleviate Analysis approach automatically can be used changed collected content content analysis COVID-19 COVID-19 vaccine COVID-19 vaccines dataset detect educational programs effective followed by infodemiology infoveillance Intention Intervention latent Dirichlet allocation learning leveraging transfer learning Logistic regression machine learning machine learning model machine learning models media objective online health p value p values pandemic positive Prevalence Primary outcome promote provided public health random Random forest Result selected significantly social media statistical Support support vector machine Temporal Temporal analysis Topic transfer unique Vaccine were used [DOI] 10.2196/30251 PMC 바로가기 [Article Type] Original Paper
An explainable AI system for automated COVID-19 assessment and lesion categorization from CT-scans자동화된 COVID-19 평가 및 CT 스캔의 병변 분류를 위한 설명 가능한 AI 시스템Article Published on 2021-08-012022-09-11 Journal: Artificial intelligence in medicine [Category] SARS, 치료기술, [키워드] Accuracy automated automatically average catastrophic caused clinically confirmed case confirmed cases consolidation Control COVID COVID-19 COVID-19 detection COVID-19 infection CT scans CT-scan dataset deaths decision deep deep learning ENhance explain glass ground glass IMPROVE Infection information Interpretation interstitial pneumonia knowledge lesion lesions lobes lung lung parenchyma Lung segmentation outbreak pandemic pathogen Patient positive radiologist Radiologists Result reveal SARS-CoV-2 sensitivity specificity Support tested unique virus [DOI] 10.1016/j.artmed.2021.102114 PMC 바로가기 [Article Type] Article