Bayesian-based optimized deep learning model to detect COVID-19 patients using chest X-ray image data흉부 X선 영상 데이터를 이용한 코로나19 환자 검출을 위한 베이지안 기반 최적화 딥러닝 모델Article Published on 2022-03-012022-09-11 Journal: Computers in biology and medicine [Category] SARS, 치료기술, [키워드] Accuracy Analysis artefact artificial artificial intelligence assist Bayesian Bayesian optimization changed chest X-ray Chest X-ray image Chest X-ray images CNN components Convolutional neural network coronavirus disease Coronavirus disease 2019 COVID-19 COVID-19 patient Critical dataset deep deep learning detect domain domains Features globe Image image classification intelligence learning optimization provided recent Recognition Research Research question researchers shown suggested variety [DOI] 10.1016/j.compbiomed.2022.105213 PMC 바로가기 [Article Type] Article
Are You Wearing a Mask? Detecting If a Person Wears a Mask Using a Wristband마스크를 쓰고 있습니까? 팔찌를 사용하여 사람이 마스크를 착용하는지 감지Article Published on 2022-02-232022-09-10 Journal: Sensors (Basel, Switzerland) [Category] COVID19(2023년), MERS, SARS, 치료기술, [키워드] accelerometer Accuracy analyzed best CNN CNNs code of conduct collected Compliance Convolutional neural networks coronavirus COVID-19 deep learning detect Diseases effective effort Government Health hygiene IMU Infection Infectious diseases IR array machine learning machine learning algorithm Machine learning algorithms majority management Mask mask wearing measure outbreak Participation Person personal hygiene personal hygiene management Prevent social distancing South Spread subjects the disease trajectory was obtained wear wearing were used wristband [DOI] 10.3390/s22051745 PMC 바로가기 [Article Type] Article
Internet of Things with Deep Learning-Based Face Recognition Approach for Authentication in Control Medical SystemsResearch Article Published on 2022-02-122022-10-31 Journal: Computational and Mathematical Methods in Medicine [Category] Coronavirus, COVID19(2023년), MERS, SARS, [키워드] Accuracy Algorithm approach Authentication cascade Classifier CNN Control coronavirus disease COVID-19 database deep deep learning disease ENhance extraction step face facial healthcare Healthcare systems help identity Infectious disease information Internet linear overcome Raspberry Pi Recognition recognize SQL Support SVM System this system [DOI] 10.1155/2022/5137513 PMC 바로가기 [Article Type] Research Article
ENResNet: A novel residual neural network for chest X-ray enhancement based COVID-19 detectionResearch article Published on 2022-02-012022-10-05 Journal: Biomedical Signal Processing and Control [Category] 변종, 치료기술, [키워드] Accuracy automatic detection binary classification chest X-ray Chest X-ray image Classifier CNN Corona COVID COVID-19 CXR deep learning detect Diagnosis early stage eight exhibit Final Image enhancement impairment Mutation normal normalized pandemic Pneumonia positive produced Resnet suggested Symptoms virus [DOI] 10.1016/j.bspc.2021.103286 [Article Type] Research article
COVID-19 detection in cough, breath and speech using deep transfer learning and bottleneck features딥 전이 학습 및 병목 현상 기능을 사용하여 기침, 호흡 및 언어에서 COVID-19 감지Article Published on 2022-02-012022-09-11 Journal: Computers in biology and medicine [Category] COVID19(2023년), SARS, 유전자 메커니즘, 치료기술, [키워드] AUC Bottleneck features breath breaths characteristic Classifier CNN cough coughing coughs COVID-19 dataset datasets Effectiveness feature followed by IMPROVE indicate Laboratory receiver operating characteristic reduction in Result ROC AUC Smartphone sneeze speech Standard deviation transfer transfer learning with COVID-19 yielding [DOI] 10.1016/j.compbiomed.2021.105153 PMC 바로가기 [Article Type] Article
COVID-19 Detection Based on Lung Ct Scan Using Deep Learning TechniquesResearch Article Published on 2022-02-012022-10-31 Journal: Computational and Mathematical Methods in Medicine [Category] COVID-19, MERS, 치료기술, [키워드] Accuracy Affect Algorithms Analysis changes in CNN Computed tomography COVID-19 COVID-19 pandemic COVID-19 patient CT scan CT scans dataset deep deep learning Deep Learning Method detection develop diagnose disease spread healthy Human incidence of COVID-19 learning organs pandemic Patient Pneumonia radiological radiologist reported responsible resulting RT-PCR SARS-CoV-2 suspected patient Symptom technique the disease treated virus Wuhan [DOI] 10.1155/2022/7672196 PMC 바로가기 [Article Type] Research Article
A computer-aided diagnosis system for the classification of COVID-19 and non-COVID-19 pneumonia on chest X-ray images by integrating CNN with sparse autoencoder and feed forward neural networkCNN과 sparse autoencoder 및 피드포워드 신경망을 통합하여 흉부 X선 영상에서 COVID-19 및 non-COVID-19 폐렴 분류를 위한 컴퓨터 지원 진단 시스템Article Published on 2022-02-012022-09-11 Journal: Computers in biology and medicine [Category] COVID19(2023년), SARS, 치료기술, [키워드] Accuracy acute respiratory syndrome coronavirus affected assist AUC can be used caused chest X-ray Chest X-ray image Chest X-ray images CNN combating Combination computer-aided detection coronavirus 2 COVID-19 CT scans datasets deep learning Developing Diagnosis disease early diagnosis feature Feed forward neural network Forward golden standard IMPROVE Infectious disease Infectious diseases network Neural Non-COVID-19 outbreak pandemic Pneumonia Radiographic reduction resources respiratory RT-PCR SARS-CoV-2 severe acute respiratory syndrome Coronavirus severe acute respiratory syndrome coronavirus 2 Sparse autoencoder. the disease Ultrasound Usage virus World Health Organisation X-ray [DOI] 10.1016/j.compbiomed.2021.105134 PMC 바로가기 [Article Type] Article
Automatic coronavirus disease 2019 diagnosis based on chest radiography and deep learning – Success story or dataset bias?흉부 방사선 촬영 및 딥 러닝 기반 코로나19 자동 진단 - 성공 사례 또는 데이터 세트 편향?Article Published on 2022-02-012022-09-11 Journal: Medical physics [Category] COVID19(2023년), SARS, 치료기술, [키워드] absence Accuracy applied artificial intelligence Automatic Bank Behavior biases Chain Reaction Chest radiography classification CNN CNNs Combination Community contrary coronavirus disease Coronavirus disease 2019 COVID-19 COVID-19 infection criteria CXR dataset dataset bias. datasets Decision making decrease deep learning determine Diagnosis disease displaying dropped evaluate evaluated expected experiment Image information input lung Lungs Metrics normalization Open Access over performed Precision precision and recall presence or absence processing recall Region reported Result reverse transcriptase RT-PCR sensitivity shown suffered Valencian Variability was performed X-ray X-ray imaging [DOI] 10.1002/mp.15419 PMC 바로가기 [Article Type] Article
Stance Analysis of Distance Education in the Kingdom of Saudi Arabia during the COVID-19 Pandemic Using Arabic Twitter Data아랍어 트위터 데이터를 활용한 COVID-19 팬데믹 기간 동안 사우디아라비아 왕국의 원격 교육 자세 분석Article Published on 2022-01-272022-09-10 Journal: Sensors (Basel, Switzerland) [Category] SARS, 치료기술, [키워드] activity AdaBoost adaptive Analysis Arabic Arabic tweets caused classical CNN collected Convolutional neural network coronavirus correlated country COVID-19 distance Distance learning education event Express favor Kingdom machine-learning memory naïve NEWS opinion mining random Random forest Saudi Arabia School selected Short-Term Memory Spread stance detection Support support vector machine suppress SVM tested Topic universities virus [DOI] 10.3390/s22031006 PMC 바로가기 [Article Type] Article
Optimal Deep-Learning-Enabled Intelligent Decision Support System for SARS-CoV-2 ClassificationSARS-CoV-2 분류를 위한 최적의 딥러닝 기반 지능형 의사결정 지원 시스템Research Article Published on 2022-01-252022-09-10 Journal: Journal of Healthcare Engineering [Category] SARS, 치료기술, [키워드] Algorithm applied approaches assist cause classification Classifier CNN complex Computed tomography COVID-19 COVID-19 disease CT scan data set decision decision support system decision support systems detect develop Disease diagnosis DSS fine-tune fusion healthcare healthcare professionals Infection involved offer outcome Pathologists provide reported Research researchers SARS-CoV-2 SARS-COV-2 infection severity Spread Stage Support Support System Swarm intelligence System the disease the SARS-CoV-2 Treatment water [DOI] 10.1155/2022/4130674 PMC 바로가기 [Article Type] Research Article