A Deep Learning Ensemble Approach for Automated COVID-19 Detection from Chest CT ImagesArticle Published on 2021-12-202022-10-30 Journal: Journal of Clinical Medicine [Category] COVID-19, [키워드] Accuracy approach assist automated Chest computed tomography Classifier CNN CNNs Complete Computed tomography COVID-19 COVID-19 diagnosis cross CT scan dataset deep deep learning detection evaluate feasible feature Final Gain Image learning majority Medical imaging patients radiologist resulting selected subset transfer transfer learning vector was used yielding [DOI] 10.3390/jcm10245982 PMC 바로가기 [Article Type] Article
D2-CovidNet: A Deep Learning Model for COVID-19 Detection in Chest X-Ray ImagesD2-CovidNet: 흉부 X선 이미지에서 COVID-19 감지를 위한 딥 러닝 모델Research Article Published on 2021-12-152022-09-11 Journal: Computational Intelligence and Neuroscience [Category] MERS, SARS, 치료기술, [키워드] Accuracy assist chest X-ray Chest X-ray images computation Convolution Convolutional neural network coronavirus disease Coronavirus disease 2019 Coronavirus pneumonia COVID-19 data sets deep detection diagnose diagnosing effectively controlled help Image IMPROVE information learning Model network network model Novel coronavirus novel coronavirus pneumonia outbreak parameter Pneumonia Precision researcher sensitivity specificity tested [DOI] 10.1155/2021/9952109 PMC 바로가기 [Article Type] Research Article
Diagnostic Approach for Accurate Diagnosis of COVID-19 Employing Deep Learning and Transfer Learning Techniques through Chest X-ray Images Clinical Data in E-HealthcareE-Healthcare에서 흉부 X선 영상을 통한 딥 러닝 및 전이 학습 기법을 적용한 COVID-19의 정확한 진단을 위한 진단 접근법 임상 데이터Article Published on 2021-12-092022-09-10 Journal: Sensors (Basel, Switzerland) [Category] SARS, 치료기술, [키워드] Accuracy addition Affect approach artificial intelligence baseline cause of death caused chest X-ray Chest X-ray image Chest X-ray images classification clinical clinical images data convolution neural network Convolutional neural network COVID-19 COVID-19 diagnosis CRD data set death deep demonstrated diagnose Diagnosis disease early stage effective experimental results Final high accuracy Image lack learning multi classification multi-classification network Neural problem respiratory Respiratory system Rotation SARS-CoV-2 significantly Spread technique transfer learning transferred Treatment two-dimensional X-ray [DOI] 10.3390/s21248219 PMC 바로가기 [Article Type] Article
Qualification of ELISA and neutralization methodologies to measure SARS-CoV-2 humoral immunity using human clinical samplesResearch Paper Published on 2021-12-012022-10-30 Journal: Journal of Immunological Methods [Category] COVID-19, SARS, [키워드] 2019-nCoV/USA-WA1/2020 Abstract antibody Antibody titer Antigen assays clinical clinical sample Complete control sample convalescent COVID COVID-19 Efficacy ELISA ELISAs Endpoint evaluate evaluated functional healthy donor human clinical trials humoral humoral immune response Humoral immunity IgA IgG IgG1 IgG3 IgG4 IgM Image in vitro individuals inhibiting lentivirus linear linearity magnitude methodology neutralization Neutralizing Neutralizing titer pandemic plaque reduction neutralization plasma PRNT pseudovirus Pseudovirus neutralization assay Qualification RBD Receptor binding domain Replication response SARS-CoV-2 SARS-CoV-2 antigen SARS-CoV-2 vaccine the SARS-CoV-2 the Spike the vaccine trials trimeric spike Vaccine WHO [DOI] 10.1016/j.jim.2021.113160 PMC 바로가기 [Article Type] Research Paper
Codon usage, phylogeny and binding energy estimation predict the evolution of SARS-CoV-2Short Communication Published on 2021-11-242022-10-28 Journal: One Health [Category] COVID-19, [키워드] Abstract ACE2 ACE2 phylogeny ACE2 protein ACE2 receptor Alpha Amino acid Analysis Animal host B.1.1.7 B.1.1.7 (alpha) SARS-CoV-2 variant B.1.351 (Beta) SARS-CoV-2 variant B.1.351 B.1.617.2 B.1.617.2 (delta) SARS-CoV-2 variant binding binding energy calculated caused codon codon usage Codons D614G mutation docking Evolution Evolution of SARS-CoV-2 Frame functional highlight Human humans Image Infection molecular molecular evolution Mutation not affect observation one health Phylogenetic Phylogeny predict prevalent Protein reveal SARS-CoV-2 SARS-CoV-2 mutation second susceptibility the Spike the spike protein variant variants viral spike protein viral variant virus [DOI] 10.1016/j.onehlt.2021.100352 PMC 바로가기 [Article Type] Short Communication
The Progress of Medical Image Semantic Segmentation Methods for Application in COVID-19 DetectionCOVID-19 탐지에 적용하기 위한 의료 이미지 의미론적 분할 방법의 진행 상황Review Published on 2021-11-222022-09-11 Journal: Computational Intelligence and Neuroscience [Category] MERS, SARS, 치료기술, [키워드] application computer vision Convolutional neural network COVID-19 CRF dataset detection Image improvement Improvements Medical imaging Progress Segmentation [DOI] 10.1155/2021/7265644 PMC 바로가기 [Article Type] Review
Fabrication of a paper-based colorimetric molecular test for SARS-CoV-2Method Article Published on 2021-11-202022-10-30 Journal: MethodsX [Category] COVID-19, [키워드] Abstract acute respiratory syndrome can be used caused colorimetric LAMP Community complex coronavirus detect diagnostic testing diagnostics fabrication Image isothermal amplification key factor Microfluidic paper-based analytical devices molecular test nucleic acids pandemic Paper-based diagnostics pathogen platform POC point-of-care primer sets Primers public health reporter response RT-LAMP SARS-CoV-2 virus transmission [DOI] 10.1016/j.mex.2021.101586 PMC 바로가기 [Article Type] Method Article
A Hybrid Convolutional Neural Network Model for Diagnosis of COVID-19 Using Chest X-ray Images흉부 X선 영상을 이용한 코로나19 진단을 위한 하이브리드 컨볼루션 신경망 모델Article Published on 2021-11-202022-09-10 Journal: International Journal of Environmental Research an [Category] MERS, SARS, 치료기술, [키워드] Accuracy chest X-ray chest XR images Classifier collected conducted Convolutional neural network COVID-19 COVID-19 infection COVID-19 patient COVID-19 patients dataset deep learning detect disease detection expression expressions Extensive faster feature Health care Health care system health care systems help highest hybrid Image impacted IMPROVE InceptionV4 Infection lockdowns Model network Neural pandemic radiologist Radiologists rate of infection required RT-PCR SVM X-ray [DOI] 10.3390/ijerph182212191 PMC 바로가기 [Article Type] Article
An Expert System for COVID-19 Infection Tracking in Lungs Using Image Processing and Deep Learning Techniques이미지 가공 및 딥 러닝 기술을 사용하여 폐에서 COVID-19 감염 추적을위한 전문가 시스템Research Article Published on 2021-11-132022-09-10 Journal: BioMed Research International [Category] MERS, 치료기술, [키워드] Accuracy Algorithm Algorithms applied best classification COVID-19 deep disease detection expert feature histogram Image IMPROVE Intersection intersection over union LBP learning Local lung Lungs Pneumonia processing promote respiratory Respiratory disease respiratory diseases right lung Segmentation System technique X-ray [DOI] 10.1155/2021/1896762 PMC 바로가기 [Article Type] Research Article
COVID-19 Detection Using Deep Learning Algorithm on Chest X-ray ImagesArticle Published on 2021-11-132022-10-28 Journal: Biology [Category] COVID-19, [키워드] Accuracy Affect applied automated Chest chest X-ray Chest X-ray image claimed CNN CNNs Confusion COVID-19 COVID-19 infection dataset deep deep learning demonstrated detection detection rate Diagnosis effective globe Healthcare professional healthy highest identify Image Initially learning less lung MobileNetv2 Modification modified MobileNetV2 network Neural normalized patients performance Performance evaluation produced reducing required resulting simple statistical significance suggested symptoms of COVID-19 symptoms of infection training dataset virus was performed was selected was used Wilcoxon signed-rank test X-ray [DOI] 10.3390/biology10111174 PMC 바로가기 [Article Type] Article