Classifying chest CT images as COVID-19 positive/negative using a convolutional neural network ensemble model and uniform experimental design methodResearch Published on 2021-11-082022-10-27 Journal: BMC Bioinformatics [Category] COVID-19, [키워드] Accuracy Algorithm Algorithm hyperparameter Chest computed tomography Chest computed tomography image Chest CT image CNN Combination Convolutional neural network coronavirus disease COVID-19 COVID-19 patient COVID-19 patients develop effective Ensemble model experimental design healthy majority measure Other patients positive Precision recall researcher Result specificity transfer was determined [DOI] 10.1186/s12859-021-04083-x PMC 바로가기 [Article Type] Research
Classifying chest CT images as COVID-19 positive/negative using a convolutional neural network ensemble model and uniform experimental design methodResearch Published on 2021-11-082022-10-27 Journal: BMC Bioinformatics [Category] Coronavirus, COVID-19, Fulltext, MERS, SARS, [키워드] Accuracy Algorithm Algorithm hyperparameter Chest computed tomography Chest computed tomography image Chest CT image CNN Combination Convolutional neural network coronavirus disease COVID-19 COVID-19 patient COVID-19 patients develop effective Ensemble model experimental design healthy majority measure Other patients positive Precision recall researcher Result specificity transfer was determined [DOI] 10.1186/s12859-021-04083-x PMC 바로가기 [Article Type] Research
DeepIPs: comprehensive assessment and computational identification of phosphorylation sites of SARS-CoV-2 infection using a deep learning-based approachDeepIPs: 심층 학습 기반 접근 방식을 사용하여 SARS-CoV-2 감염의 인산화 부위에 대한 포괄적인 평가 및 컴퓨터 식별Article Published on 2021-11-052022-09-11 Journal: Briefings in Bioinformatics [Category] SARS, 유전자 메커니즘, [키워드] approach caused change CNN Final globe Health host cell host cells identification identify IMPROVE independent infected with SARS-CoV-2 LSTM memory molecular mechanism molecular mechanisms network architecture Pathways Phosphorylation phosphorylation site phosphorylation sites Repository SARS-CoV-2 SARS-COV-2 infection Short-Term Memory source code Spread word embedding [DOI] 10.1093/bib/bbab244 PMC 바로가기 [Article Type] Article
DeepImmuno: deep learning-empowered prediction and generation of immunogenic peptides for T-cell immunityDeepimmuno : T- 세포 면역을위한 면역 원성 펩티드의 딥 러닝에 대한 예측 및 생성Problem Solving Protocol Published on 2021-11-032022-09-10 Journal: Briefings in Bioinformatics [Category] MERS, SARS, 변종, [키워드] AdaBoost adaptive immune system addition Algorithms alleles Antigen antigen recognition antigens approach best binding Cancer Cancer immunotherapy Cell chose CNN computational method Computational methods conducted Convolutional neural network COVID-19 dataset datasets deep learning Dengue dengue virus distribution elicit FIVE foreign antigen foreign antigens forest GAN generative adversarial network human leukocyte antigen immunogenic peptide immunogenic potential immunogenicity Impact independent killing lack leukocyte life-threatening neoantigen Pathogens peptide peptides Physicochemical properties physicochemical property predict Random forest residual residue SARS-CoV-2 SARS-CoV-2 variants seeking sequence source code Support support vector machine T-cell T-cell immunity T-cell Response T-cells targeted therapy Vaccine [DOI] 10.1093/bib/bbab160 PMC 바로가기 [Article Type] Problem Solving Protocol
An oppositional-Cauchy based GSK evolutionary algorithm with a novel deep ensemble reinforcement learning strategy for COVID-19 diagnosisResearch article Published on 2021-11-012022-10-05 Journal: Applied Soft Computing [Category] 변종, [키워드] accelerated Accuracy Algorithm Analysis approach AUC automated automatically Care Classifier classifiers CNN CNNs coronavirus COVID-19 COVID-19 diagnosis COVID-19 patient COVID-19 patients Critical dataset datasets decrease Deep convolutional neural network Deep reinforcement learning diagnostics effective Effectiveness Epidemic Evolutionary computation facilitate globe GSK Health identify image classification increase individual Kaggle knowledge Mutation Novel coronavirus operators optimization Patient Precision professional recall recognizing selective sensitivity Trial urgency Wuhan, China X-ray [DOI] 10.1016/j.asoc.2021.107675 [Article Type] Research article
COVID-19 detection from lung CT-Scans using a fuzzy integral-based CNN ensemble퍼지 적분 기반 CNN 앙상블을 사용하여 폐 CT-스캔에서 COVID-19 감지Article Published on 2021-11-012022-09-11 Journal: Computers in biology and medicine [Category] SARS, 치료기술, [키워드] Accuracy apparatus approach can be used categories Chest CT chest CT-scan classification CNN Community computer-aided detection coronavirus COVID COVID-19 COVID-19 pandemic CT-Scan images dataset death deep deep learning Deep Learning Method deep learning methods detection technique Economy Ensemble Fuzzy integral Healthcare systems lack lung outperform reason for RT-PCR SARS-CoV-2 virus sensitivity source code Spread Sugeno integral tested transfer learning virus [DOI] 10.1016/j.compbiomed.2021.104895 PMC 바로가기 [Article Type] Article
Deep convolutional neural networks for COVID-19 automatic diagnosisCOVID-19 자동 진단을 위한 심층 컨볼루션 신경망Article Published on 2021-11-012022-09-11 Journal: Microscopy research and technique [Category] SARS, 치료기술, [키워드] Accuracy addition alleviate analyzed approach chest X-ray chest X-ray radiographs CNN Confusion Convolutional neural network coronavirus COVID-19 COVID-19 diagnosis COVID-19 disease dataset deep deep learning Diagnosis diagnosis of COVID-19 highest hospitals imperative infected with COVID-19 limitation pre-trained convolutional neural network. reported ResNet model scratch transfer utilization with COVID-19 X-ray [DOI] 10.1002/jemt.23713 PMC 바로가기 [Article Type] Article
Deep Learning-Based Methods for Sentiment Analysis on Nepali COVID-19-Related TweetsResearch Article Published on 2021-11-012022-10-31 Journal: Computational Intelligence and Neuroscience [Category] Coronavirus, MERS, SARS, [키워드] Analysis can be used Characteristics claimed CNN CNNs collected Convolution COVID-19 dataset deep Features help Infection Last media mental illness Nepal Nepali language Neutral pandemic physical platform positive robust second virus [DOI] 10.1155/2021/2158184 PMC 바로가기 [Article Type] Research Article
Harris Hawks optimisation with Simulated Annealing as a deep feature selection method for screening of COVID-19 CT-scansResearch article Published on 2021-11-012022-10-05 Journal: Applied Soft Computing [Category] 치료기술, [키워드] Accuracy acute respiratory syndrome Algorithm Algorithms approach caused Chaotic initialisation CNN composed contagious Convolutional neural network coronavirus Coronavirus disease 2019 COVID-19 COVID-19 detection CT scan CT scan image CT-scan CT-scans dataset death decrease detect disease evaluated feature Features Harris Hawks optimisation Hawk help Inclusion increase infected individuals network Neural patients radiological SARS-CoV-2 selected Severe case Simulated Annealing utilised variant variants [DOI] 10.1016/j.asoc.2021.107698 [Article Type] Research article
Impact of Lung Segmentation on the Diagnosis and Explanation of COVID-19 in Chest X-ray ImagesArticle Published on 2021-10-272022-10-29 Journal: Sensors (Basel, Switzerland) [Category] COVID-19, MERS, SARS, [키워드] artificial chest X-ray CNN COVID-19 creating CXR database diagnosed Dice evaluate Explainable artificial intelligence explanation Factor Image Impact inception intelligence introduced less lung Pneumonia provoke Radiation ROC Curve Segmentation Semantic segmentation Support was performed widespread X-ray [DOI] 10.3390/s21217116 PMC 바로가기 [Article Type] Article