Pneumonia Detection Using an Improved Algorithm Based on Faster R-CNN더 빠른 R-CNN에 기반한 개선된 알고리즘을 사용한 폐렴 감지Research Article Published on 2021-04-212022-09-11 Journal: Computational and Mathematical Methods in Medicine [Category] MERS, 치료제, [키워드] Accuracy adopted Algorithm Algorithms caused chest X-ray computation Convolution coronavirus disease Coronavirus disease 2019 country COVID-19 CXR dataset detection feature generate IMPROVE Improved information mean average precision network North America object Pneumonia pneumonia lesion pneumonia lesions property Pyramid retained Society X-ray [DOI] 10.1155/2021/8854892 PMC 바로가기 [Article Type] Research Article
MPS-Net: Multi-Point Supervised Network for CT Image Segmentation of COVID-19Computational and artificial intelligence Published on 2021-03-192022-10-30 Journal: Ieee Access [Category] COVID-19, [키워드] Accuracy assist auxiliary can be used caused connection Convolution coronary pneumonia COVID-19 COVID-19 infection CT deaths deep demonstrated Diagnosis Experimental result feature global pandemic help Image IMPROVE IOU lesion Lung infection MONITOR MPS-Net network New coronavirus Segmentation sensitivity similarity specificity the epidemic Treatment U-Nnet variety was recorded [DOI] 10.1109/ACCESS.2021.3067047 PMC 바로가기 [Article Type] Computational and artificial intelligence
Learning distinctive filters for COVID-19 detection from chest X-ray using shuffled residual CNNResearch article Published on 2021-02-012022-10-05 Journal: Applied Soft Computing [Category] 치료기술, [키워드] Accuracy automated Automatic chest X-ray CNN Community Convolution coronavirus COVID-19 deep learning diagnosis of COVID-19 Experimental result feature Features help knowledge learning medication network Neural outbreak outcome Pneumonia Region Research respond robust unique viral infection while X-ray [DOI] 10.1016/j.asoc.2020.106744 [Article Type] Research article
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
ADID-UNET—a segmentation model for COVID-19 infection from lung CT scansHuman-Computer Interaction Published on 2021-01-262022-10-29 Journal: PeerJ Computer Science [Category] COVID-19, [키워드] Accuracy acquisition Attention Attention gate Automatic coefficient Computed tomography Convolution COVID-19 COVID-19 infection COVID-19 pulmonary infection Dense network detect Dice Dilation disease Effect ENhance feature greater Health IMPROVE Improved Improved dilation convolution intensity lung lung CT scan Lung CT segmentation Lung infection measure Metrics network New coronavirus problem Pulmonary infection regions suppresse UNET Variation [DOI] 10.7717/peerj-cs.349 PMC 바로가기 [Article Type] Human-Computer Interaction
LungINFseg: Segmenting COVID-19 Infected Regions in Lung CT Images Based on a Receptive-Field-Aware Deep Learning FrameworkArticle Published on 2021-01-222022-10-31 Journal: Diagnostics [Category] COVID-19, [키워드] Accuracy automated build Computed tomography consolidations Convolution COVID-19 COVID-19 infection CT slices deep deep learning deep learning-based method diagnosing disease domain Effectiveness experiments feature Features framework Frequency help hospital Image Image segmentation include infections information learning limit Lung CT manual mechanism parallel-group pathological changes Patient promote Region RT-PCR test Vaccine [DOI] 10.3390/diagnostics11020158 PMC 바로가기 [Article Type] Article
Deep Transfer Learning for COVID-19 Prediction: Case Study for Limited Data ProblemsCOVID-19 예측을 위한 심층 전이 학습: 제한된 데이터 문제에 대한 사례 연구Article Published on 2021-01-012022-09-11 Journal: Current medical imaging [Category] 치료기술, [키워드] Accuracy Analysis automated Automatic automatically best Chest chest X-ray Chest X-ray images chest X-rays classification Clinical practice CNN Community computer vision Convolution Convolutional neural networks coronavirus COVID-19 COVID-19 patient dataset deep Deep transfer learning detect develop Diagnosis diagnosis of COVID-19 Early detection Effectiveness helping highest Image analysis inception inceptioNetV3 inceptionResNetV2.. learning Limited not used performance performed problem Research the disease transfer was used X-ray [DOI] 10.2174/1573405616666201123120417 PMC 바로가기 [Article Type] Article
FCOD: Fast COVID-19 Detector based on deep learning techniquesResearch article Published on 2020-12-242022-10-05 Journal: Informatics in Medicine Unlocked [Category] 치료기술, [키워드] Accuracy assist AUC caused Chest X-ray images clinics computation Convolution COVID-19 COVID-19 detection COVID-19 infection COVID-19 pandemic decrease deep learning detect Detector Diagnosis disease evaluate hospital Image processing inception Infection Medical applications mortality rates parameter Patient patients Prevent radiologist Radiology images reducing Spread X-ray [DOI] 10.1016/j.imu.2020.100506 [Article Type] Research article
A Novel Medical Diagnosis model for COVID-19 infection detection based on Deep Features and Bayesian OptimizationResearch article Published on 2020-12-012022-10-05 Journal: Applied Soft Computing [Category] 치료기술, [키워드] Accuracy Algorithm approach assist automatically Bayesian can be used causes Characteristics Chest X-ray image Classifier CNN CNNs conducted Convolution Coronavirus disease 2019 COVID-19 COVID-19 infection database deep Deep feature extraction deep learning detect disease Effect experiment f-score feature FIVE Infection machine learning Machine learning algorithms machine learning model Medical decision support system novel optimization Physicians Pneumonia positive COVID-19 provided public health radiologist reduced retrospective sensitivity specificity Spread Support SVM transfer were used Wuhan, China [DOI] 10.1016/j.asoc.2020.106580 [Article Type] Research article
Host–Viral Interactions Revealed among Shared Transcriptomics Signatures of ARDS and Thrombosis: A Clue into COVID-19 PathogenesisOriginal Article Published on 2020-10-172022-10-29 Journal: TH Open: Companion Journal to Thrombosis and Haemostasis [Category] COVID-19, [키워드] Activation acute respiratory distress Anticoagulant ARDS Biotechnology Coagulation coagulation factor Combination conducted Convolution COVID-19 COVID-19 pathogenesis COVID-19 patients database dataset datasets DEGs DHX9 differentially expressed gene disease effect size endothelial damage enrichment analysis expression data Gene Expression Helicase highly pathogenic host–virus interaction implication IMPROVE Infection Inflammation KAT2B low molecular weight lung lysine management mechanism Meta-analysis NCBI-GEO network novel corona virus observation Pathway enrichment analysis Pathways Protein PSMB2 random effect RBX1 RELA Replication Revealed SARS-CoV-2 Sepsis shown signature subsequent subunit suggested syndrome Therapeutic strategies thrombosis thrombotic TP53 transcriptomics Treatment Venous Thromboembolism virus VTE was done was used were used worsened [DOI] 10.1055/s-0040-1721706 PMC 바로가기 [Article Type] Original Article