Automated Diagnosis of Chest X-Ray for Early Detection of COVID-19 DiseaseCOVID-19 질병의 조기 발견을 위한 흉부 엑스레이의 자동 진단Research Article Published on 2021-10-212022-09-11 Journal: Computational and Mathematical Methods in Medicine [Category] MERS, SARS, 진단, 치료기술, [키워드] Accuracy Algorithm applied Area assist AUC balance binary CNN collected Convolutional neural network COVID-19 COVID-19 pandemic Curve dataset death deep learning detection diagnose diagnosed diagnoses disease feature Health Organization hospital India introduced LBP lung matrix network new strain pandemic parameter pattern per day physician Pneumonia processed produced reached reduce second wave sensitivity specificity Spread Viral Viral pneumonia World Health Organization X-ray [DOI] 10.1155/2021/6919483 PMC 바로가기 [Article Type] Research Article
Fine-Tuning Convolutional Neural Networks for COVID-19 Detection from Chest X-ray ImagesArticle Published on 2021-10-132022-10-31 Journal: Diagnostics [Category] COVID-19, [키워드] Activation assist can be used chest X-ray clinical information CNN complementary Convolutional neural network COVID-19 COVID-19 pandemic CXR dataset detect detection downstream evaluated experiment feature grad-CAM Image knowledge mechanism network Neural performed radiologist respiratory diseases RT-PCR screening strategy training data transfer transfer learning X-ray X-ray images [DOI] 10.3390/diagnostics11101887 PMC 바로가기 [Article Type] Article
COVID-19 diagnosis from chest x-rays: developing a simple, fast, and accurate neural networkResearch Published on 2021-10-122022-10-31 Journal: Health Information Science and Systems [Category] COVID-19, [키워드] Accuracy added artificial intelligence assist baseline calculated caused Chest chest imaging chest X-ray chest X-rays classification clinician CNN CNNs convolution neural network COVID-19 COVID-19 diagnosis database deep learning demonstrated diagnose diagnosis of COVID-19 diagnostic diagnostic decision early stage help high accuracy IMPROVE lung Lungs Negative predictive value Novel coronavirus overcome overfitting Positive predictive value Radiography recent Research Result sensitivity specificity supplementary material Support test dataset tested the disease used data Viral pneumonia viral pneumonias X-ray [DOI] 10.1007/s13755-021-00166-4 PMC 바로가기 [Article Type] Research
Detection and analysis of COVID-19 in medical images using deep learning techniques딥 러닝 기술을 사용한 의료 이미지에서 Covid-19의 탐지 및 분석Article Published on 2021-10-042022-09-10 Journal: Scientific Reports [Category] MERS, SARS, 치료기술, [키워드] Accuracy addition Algorithm Algorithms Analysis applied automatically best binary classification CNN Computer science COVID-19 COVID-19 diagnosis CT-scan datasets deep learning detection Diagnosis diagnosis of COVID-19 faster help high accuracy imaging IMPROVE outbreak overcome parameter performed Pneumonia radiologist Radiologists Respiratory tract diseases transfer Validity were assessed X-ray [DOI] 10.1038/s41598-021-99015-3 PMC 바로가기 [Article Type] Article
COVID-19 detection in chest X-ray images using deep boosted hybrid learning딥 부스트 하이브리드 학습을 사용하여 흉부 X선 이미지에서 COVID-19 감지Article Published on 2021-10-012022-09-11 Journal: Computers in biology and medicine [Category] SARS, 치료기술, [키워드] affected applied caused Chest chest X-ray Chest X-ray image chest X-rays Classifier CNN CNNs Convolutional neural network COVID-19 COVID-19 patients dataset deep deep learning Deep learning and SVM detect DHL early diagnosis effective evaluated expected experiment f-score Features healthcare help homogeneity hybrid Hybrid learning learning pandemic disease Region required Society transfer transfer learning treat while X-ray [DOI] 10.1016/j.compbiomed.2021.104816 PMC 바로가기 [Article Type] Article
AutoCovNet: Unsupervised feature learning using autoencoder and feature merging for detection of COVID-19 from chest X-ray imagesResearch article Published on 2021-10-012022-10-05 Journal: Biocybernetics and Biomedical Engineering [Category] 치료기술, [키워드] Accuracy approach autoencoder automated bacterial pneumonia Chest X-ray image CNN COVID-19 COVID-19 diagnosis COVID-19 pandemic dataset deep deep learning methods detect Diagnosis faster feature Final first stage introduced Medical image analysis Neural network normal offer performed Research resulting stages X-ray [DOI] 10.1016/j.bbe.2021.09.004 [Article Type] Research article
ULNet for the detection of coronavirus (COVID-19) from chest X-ray images흉부 X선 영상에서 코로나바이러스(COVID-19) 감지를 위한 ULNetArticle Published on 2021-10-012022-09-11 Journal: Computers in biology and medicine [Category] SARS, 치료기술, [키워드] Accuracy alternative binary classification chest X-ray Chest X-ray image Chest X-ray images classification CNN Combination connection Convolutional neural network coronavirus coronavirus disease Coronavirus disease 2019 country COVID-19 COVID-19 pandemic dataset deep deep learning detect diagnose Diagnostic method expected Health help Infectious disease Kaggle network normal novel Novel coronavirus novel coronavirus disease patients with COVID-19 problem provide resources shape Spread tested ULNet. Viral pneumonia X-ray [DOI] 10.1016/j.compbiomed.2021.104834 PMC 바로가기 [Article Type] Article
Accurate detection of COVID-19 using deep features based on X-Ray images and feature selection methodsX-Ray 이미지와 특징 선택 방식을 기반으로 한 심층 특징을 사용하여 COVID-19의 정확한 탐지Article Published on 2021-10-012022-09-11 Journal: Computers in biology and medicine [Category] SARS, 치료기술, [키워드] Accuracy ACO addition Additional diagnosis Affect affecting Algorithm Ant colony applied attack attacks benefit Chain Reaction Classifier CNN country COVID-19 COVID-19 virus decision support system deep deep features detection system detection systems Diagnosis Epidemic feature Feature selection health system health systems high mortality rate highest less Lungs normal polymerase chain reaction PSO radiologist Radiologists required RT-PCR selection process significantly Support Support System SVM the epidemic thought X-ray [DOI] 10.1016/j.compbiomed.2021.104771 PMC 바로가기 [Article Type] Article
Novel ensemble of optimized CNN and dynamic selection techniques for accurate Covid-19 screening using chest CT images흉부 CT 영상을 이용한 정확한 Covid-19 선별을 위한 최적화된 CNN 및 동적 선택 기술의 새로운 앙상블Article Published on 2021-10-012022-09-11 Journal: Computers in biology and medicine [Category] SARS, 치료기술, [키워드] Accuracy AdaBoost Affect affected Algorithm approach automated BGWO Characteristics Chest CT image Classifier CNN Computed tomography Convolutional neural network coronavirus disease COVID-19 database deep learning detect detection system Diagnosis DST Ensemble GWO hindrance Hyperparameters Infection methodology network network model Neural novel overfitting Precision produced Prognosis random reducing risk sensitivity significantly specificity Spread tested transfer Treatment Whale WOA. [DOI] 10.1016/j.compbiomed.2021.104835 PMC 바로가기 [Article Type] Article
Detection of COVID-19 in Chest X-ray Images: A Big Data Enabled Deep Learning Approach흉부 X선 영상에서 COVID-19 감지: 빅 데이터 기반 딥 러닝 접근 방식Article Published on 2021-09-272022-09-10 Journal: International Journal of Environmental Research an [Category] SARS, 치료기술, [키워드] Accuracy Apache Spark applied big data cause chest X-ray Chest X-ray images Classifier CNN Convolutional neural network Corona virus coronavirus coronavirus disease COVID-19 COVID-19 outbreak data bricks deep deep learning detect detection Diagnosis disease DTL early stage evaluated hospital InceptionV3 learning machine learning Model network Neural Pneumonia positive public health Research researcher ResNet50 resulting SparkDL Spread symptoms of COVID-19 transfer learning VGG19 X-ray [DOI] 10.3390/ijerph181910147 PMC 바로가기 [Article Type] Article