CXGNet: A tri-phase chest X-ray image classification for COVID-19 diagnosis using deep CNN with enhanced grey-wolf optimizerResearch article Published on 2022-08-012022-10-05 Journal: Biomedical Signal Processing and Control [Category] 변종, 진단, 치료기술, [키워드] Accuracy Algorithm chest X-ray Chest X-ray image classification CNN Convolutional neural networks coronavirus disease COVID COVID-19 COVID-19 diagnosis Critical CXR death rate deep learning diagnose Diagnosis Diseases emergency situation Epidemic Extensive feature Genetic global public health Grey-wolf optimization Infection initial lung outcome Patient patients radiologist reduce robust Spread spread of COVID-19 Symptoms the patient therapy [DOI] 10.1016/j.bspc.2022.103860 [Article Type] Research article
Convolutional Neural Network Applied to SARS-CoV-2 Sequence ClassificationSARS-CoV-2 서열 분류에 적용된 컨볼루션 신경망Article Published on 2022-07-312022-09-11 Journal: Sensors (Basel, Switzerland) [Category] COVID19(2023년), SARS, 변종, [키워드] Accuracy acute respiratory syndrome acute respiratory syndrome coronavirus acute respiratory syndrome coronavirus 2 addition approach Biotechnology cause caused center classification CNN Containment Contamination Convolutional neural network coronavirus COVID-19 deaths deep learning deep learning. family genome sequence genomic sequence Health Organization instance limit mortality rate Mutation NCBI network Neural omicron Omicron variant organism outbreak pandemic parameters performed positive-sense RNA genome SARS-CoV-2 sequence sequences severe acute respiratory syndrome Coronavirus Spread subgenus subsequent the disease Transmission Treatment variant virus virus viruses World Health Organization [DOI] 10.3390/s22155730 PMC 바로가기 [Article Type] Article
Ftl-CoV19: A Transfer Learning Approach to Detect COVID-19Ftl-CoV19: COVID-19 감지를 위한 전이 학습 접근 방식Article Published on 2022-07-052022-09-11 Journal: Computational Intelligence and Neuroscience [Category] Coronavirus, COVID19(2023년), SARS, 치료기술, [키워드] absence Accuracy Arts breathlessness can be used caused Chest Chest radiography chest X-ray chest X-rays CNN Combination contagious contagious disease Convolution COVID-19 COVID-19 patient develop Diagnosis disease Efficiency ENhance experimental results introduced lack learning Lung infection mechanism New coronavirus oxygen Precision recall reported resource severity silver Stage Symptom transfer ventilator X-ray [DOI] 10.1155/2022/1953992 PMC 바로가기 [Article Type] Article
IoMT-fog-cloud based architecture for Covid-19 detectionResearch article Published on 2022-07-012022-10-05 Journal: Biomedical Signal Processing and Control [Category] 변종, 치료기술, [키워드] Accuracy AUC cloud computing CNN coefficient component condition Convolution coronavirus disease COVID-19 dataset deep learning Discrete effective energy Entropy feature Features Fog Computing healthcare implementation IMPROVE information Internet of Medical Things (IoMT) lack latency limit limitation majority Mutation Neuron pandemic patients’ data PCA peak Pneumonia Precision principal Quality Quality of Service (QoS) Ratio recall reduce reduction service Transmission Volume Wavelet wavelet transform [DOI] 10.1016/j.bspc.2022.103715 [Article Type] Research article
A Survey on Machine Learning and Internet of Medical Things-Based Approaches for Handling COVID-19: Meta-AnalysisArticle Published on 2022-06-232022-11-16 Journal: Frontiers in Public Health [Category] 치료기술, [키워드] approach approaches big data Clustering CNN coronavirus COVID-19 COVID-19 pandemic deep learning demonstrated Diagnosis drug effective Epidemic handling information Information Systems Internet internet of medical things Internet of Things (IoT) machine learning Machine learning. network Neural outbreak patients with COVID-19 Prevent provided Spread Strategy support vector machine survey the disease Vaccine virus [DOI] 10.3389/fpubh.2022.869238 PMC 바로가기
Improved Analysis of COVID-19 Influenced Pneumonia from the Chest X-Rays Using Fine-Tuned Residual Networks미세 조정된 잔류 네트워크를 사용하여 흉부 X선에서 코로나19 영향 폐렴에 대한 향상된 분석Article Published on 2022-06-162022-09-11 Journal: Computational Intelligence and Neuroscience [Category] COVID19(2023년), SARS, 치료기술, [키워드] Accuracy addressed Analysis Antigen approach Chest chest X-ray Chest X-ray images chest X-rays CNN contagious Convolutional neural network COVID COVID-19 Critical CXR dataset demonstrated Diagnosis effective Epidemic examined Genetic highest IMPROVE Improved indicated individual instance network occurred outcome past positive positive individuals Prevent reached reduction in cases remained residual resulting RT-PCR screened time-consuming virus weakness X-ray [DOI] 10.1155/2022/9414567 PMC 바로가기 [Article Type] Article
COVID-WideNet—A capsule network for COVID-19 detectionResearch article Published on 2022-06-012022-10-05 Journal: Applied Soft Computing [Category] 진단, 치료기술, [키워드] Accuracy approach Area assist AUC Capsule Networks Classifier CNN COVID COVID-19 COVID-19 case COVID-19 patients COVID-19 symptoms COVID-19: Virus variants COVIDx Curve CXR dataset deep learning demonstrated detect diagnosing diagnosis of COVID-19 diagnostic Experimental result infected patients Isolation less outbreak Panic parameter radiologist RT-PCR RT-PCR testing Sensitivity and specificity Spread Treatment variant X-ray x-rays [DOI] 10.1016/j.asoc.2022.108780 [Article Type] Research article
COVID-CCD-Net: COVID-19 and colon cancer diagnosis system with optimized CNN hyperparameters using gradient-based optimizerCOVID-CCD-Net: Gradient 기반 옵티마이저를 사용하여 CNN 하이퍼파라미터를 최적화한 COVID-19 및 대장암 진단 시스템Article Published on 2022-06-012022-09-11 Journal: Medical & biological engineering & computing [Category] COVID19(2023년), SARS, 치료기술, [키워드] Affect Algorithm Analysis approach approach Cancer Chain Reaction chest X-ray Chest X-ray image CNN Colon Colon cancer Colon cancer diagnosis Colorectal cancer Convolutional neural network convolutional neural network (CNN) coronavirus coronavirus disease coronavirus disease-2019 COVID-19 Darknet datasets demonstrated diagnose Diagnosis diagnosis of COVID-19 disease early stage epidermal epidermal growth factor epithelial epoch Gradient-based optimizer (GBO) growth factor healthcare Hyperparameter optimization. Microarray National pandemic parameter PCR test polymerase chain reaction receptor Region reverse transcription Reverse transcription-polymerase chain reaction RT-PCR significantly symptoms of COVID-19 the disease Viral pneumonia were used X-ray [DOI] 10.1007/s11517-022-02553-9 PMC 바로가기 [Article Type] Article
A privacy-aware method for COVID-19 detection in chest CT images using lightweight deep conventional neural network and blockchain경량 심층 기존 신경망과 블록체인을 사용하여 흉부 CT 이미지에서 COVID-19 탐지를 위한 개인 정보 인식 방법Article Published on 2022-06-012022-09-11 Journal: Computers in biology and medicine [Category] 진단, 치료기술, [키워드] Accuracy addition average Blockchain Care Chest CT Chest CT image CNN CNNs COVID-19 COVID-19 epidemic COVID-19 patients creating datasets deep deep learning dissemination evaluated experiment FIVE Health Health care hospital hospitals lack learning network Neural organization organizations platform positive patients Precision privacy professional provide Python Randomly recall receive required Reza Scikit-Learn Spread Tabriz TensorFlow Transfer learning. virus [DOI] 10.1016/j.compbiomed.2022.105461 PMC 바로가기 [Article Type] Article
Industry 4.0 technologies and their applications in fighting COVID-19 pandemic using deep learning techniquesResearch article Published on 2022-06-012022-10-05 Journal: Computers in biology and medicine [Category] COVID19(2023년), SARS, 치료기술, [키워드] approach automated baseline clinical CNN Computed tomography computer vision Contact convolutional neural network (CNN) COVID-19 COVID-19 emergency COVID-19 pandemic COVID-19 patient COVID-19 patients dataset deep learning disease early diagnosis feature generate Health authority help high accuracy Human-machine system include Industry 4.0 infected patient Internet Multiple non-infected outperform overcome pandemic processed region of interest Result ROI Spread Treatment X-ray [DOI] 10.1016/j.compbiomed.2022.105418 [Article Type] Research article