Multi-label segmentation and detection of COVID-19 abnormalities from chest radiographs using deep learningResearch article Published on 2021-11-012022-10-05 Journal: The British journal of oral & maxillofacial surger [Category] 치료기술, [키워드] abnormality Accuracy applied approach Attention Attention U-Net average block Chest Convolution COVID-19 Covid-19 dataset CXR dataset deep learning detect IMPROVE include information Jaccard index Japanese Radiograph Semantic segmentation sensitivity Society technology X-ray [DOI] 10.1016/j.ijleo.2021.167780 [Article Type] Research article
Prediction of pandemic risk for animal-origin coronavirus using a deep learning methodResearch Article Published on 2021-10-242022-10-29 Journal: Infectious Diseases of Poverty [Category] COVID-19, MERS, [키워드] Accuracy AUROC average bats bidirectional characteristic coding region Convolution coronavirus Coronavirus infection cross deep learning Deep Learning Method DNA downloaded evaluate experiment feature Genome genome sequence group humans Infection library mechanism pandemic Pandemic risk pangolins pathogen predict predicted prediction predictive models programming provided reduction Result risk sequence supplementary material the spike protein transfer viral genome viral genomes virus were used whole genome wild animals [DOI] 10.1186/s40249-021-00912-6 PMC 바로가기 [Article Type] Research Article
KL-MOB: automated COVID-19 recognition using a novel approach based on image enhancement and a modified MobileNet CNNBioinformatics Published on 2021-09-202022-10-29 Journal: PeerJ Computer Science [Category] COVID-19, [키워드] Accuracy adopted Algorithm applied approach automated breathed Chest CNN contrast enhancement Convolution country COVID-19 COVID-19 cases COVIDx dataset detect develop Health help IMPROVE infected patient KL-MOB Noise reduction Novel coronavirus pandemic Patient Pneumonia Precision researcher researchers returned sensitivity specificity starting point The Kullback–Leibler divergence loss function Vaccine X-ray [DOI] 10.7717/peerj-cs.694 PMC 바로가기 [Article Type] Bioinformatics
A multi-scale gated multi-head attention depthwise separable CNN model for recognizing COVID-19Article Published on 2021-09-102022-10-04 Journal: Scientific Reports [Category] 치료기술, [키워드] Accuracy acute respiratory disease addition adopted backbone CNN Computational models Computed tomography Computer science Convolution COVID-19 detect effective Efficiency faster Image processing information machine learning mechanism parameters Radiography recognizing reduce sensitivity specificity Spread tested X-ray [DOI] 10.1038/s41598-021-97428-8 PMC 바로가기 [Article Type] Article
Residual-Shuffle Network with Spatial Pyramid Pooling Module for COVID-19 ScreeningArticle Published on 2021-08-192022-10-31 Journal: Diagnostics [Category] COVID-19, [키워드] Accuracy approved automated clinics CNN Community complement Contact Convolution Convolutional neural networks COVID-19 COVID-19 diagnosis COVID-19 pandemic COVID-19 screening death deep learning diagnosed Diagnosis disease feature Features future work laboratory result lightweight model mechanism Metrics module Mutation network parameters Patient performed pneumonia cases pooling processed produced Pyramid quarantine reduced Region risk Screening screening method specificity virus World Health Organization X-ray X-ray imaging [DOI] 10.3390/diagnostics11081497 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
COVID-19 deep classification network based on convolution and deconvolution local enhancement컨볼루션 및 디컨볼루션 로컬 향상을 기반으로 하는 COVID-19 심층 분류 네트워크Article Published on 2021-08-012022-09-11 Journal: Computers in biology and medicine [Category] SARS, 치료기술, [키워드] abdominal cavity Accuracy Algorithm asymptomatic infections collected Complete computer Convolution Corona Coronavirus pneumonia COVID-19 COVID-19 classification network dataset Deconvolution determine Diagnosis Diego disease enhanced Enhanced CT features enhanced image feature IMPROVE infection rate infections Local Negative predictive value network model Novel coronavirus novel coronavirus pneumonia NPV overcome Patient patients with asymptomatic Pneumonia positive Positive predictive value PPV Precision Predictive value preserved Prevalence prevalence rate problem problems provided region of interest researcher ROI ROI extraction. sensitivity significant difference specificity University of California Virus Disease [DOI] 10.1016/j.compbiomed.2021.104588 PMC 바로가기 [Article Type] Article
Fusion of convolution neural network, support vector machine and Sobel filter for accurate detection of COVID-19 patients using X-ray imagesResearch article Published on 2021-07-012022-10-05 Journal: Biomedical Signal Processing and Control [Category] Coronavirus, 치료기술, [키워드] Accuracy artificial intelligence automated Chest radiography Classifier CNN Computed tomography contagious Convolution coronavirus COVID-19 COVID-19 patient cross Data mining database dataset deep learning detect Diagnosis diagnosis of COVID-19 diagnostic disease Feature extraction fusion highest Image processing IMPROVE lung machine learning prevalent Prevent Secondary infection Sensitivity and specificity Sobel operator Spread Support SVM was collected X-ray [DOI] 10.1016/j.bspc.2021.102622 [Article Type] Research article
A multi‐class COVID‐19 segmentation network with pyramid attention and edge loss in CT imagesOriginal Research Paper Published on 2021-05-042022-10-30 Journal: Iet Image Processing [Category] COVID-19, [키워드] Accuracy assist Automatic auxiliary coefficient consolidation contagiousness Convolution COVID‐19 dataset diagnose Diagnosis effective evaluated experiment feature ground glass opacities IMPROVE include Infection information interstitial lung Novel coronavirus outperform positive powerful tool promote severity similarity Symptom the disease [DOI] 10.1049/ipr2.12249 PMC 바로가기 [Article Type] Original Research Paper
Correlation of national and healthcare workers COVID-19 infection data; implications for large-scale viral testing programs국가 및 의료 종사자의 상관 관계 COVID-19 감염 데이터; 대규모 바이러스 테스트 프로그램에 대한 의미Research Article Published on 2021-04-232022-09-12 Journal: PLoS ONE [Category] MERS, SARS, 진단, [키워드] Analysis applied Comparative analysis Computational methods Contact tracing Convolution country Course COVID-19 infection COVID-19 outbreak COVID-19 testing Critical declining Disease progression Epidemic FIVE Germany growth rate growth rates HCW HCWs healthcare healthcare worker Healthcare workers Iceland implication Infection Infectious disease influences on information ingredient insight Ireland Large-scale testing Logistic measure National pathogen transmission positive positive relationship progression reopening reported smoothing function solidarity South Korea subset symptom status tested the epidemic time were recorded [DOI] 10.1371/journal.pone.0250699 PMC 바로가기 [Article Type] Research Article