COVID-19 detection in X-ray images using convolutional neural networksResearch article Published on 2021-12-012022-10-05 Journal: Machine Learning with Applications [Category] 치료기술, [키워드] Accuracy Affect Analysis approach Care COVID-19 Critical deep learning Diagnosis diagnostic global pandemic Health heat map information initial Interpretation lung Mortality offer polymerase chain reaction positive Research RT-PCR Segmentation Transcription transfer transfer learning X-ray [DOI] 10.1016/j.mlwa.2021.100138 [Article Type] Research article
A multitask transfer learning framework for the prediction of virus-human protein–protein interactionsMethodology Article Published on 2021-11-272022-10-27 Journal: BMC Bioinformatics [Category] COVID-19, [키워드] approach dataset datasets Diseases domain Experimental result Features help human cell Human PPI human protein Infection information Interaction interaction pattern knowledge mechanism morbidity and mortality Multitask mutation rate new virus Pathogenesis Probability Protein Protein embedding protein sequence protein sequences Protein–protein interaction protein–protein interactions protein–protein interaction receptor reproducibility Research Result statistically the SARS-CoV-2 virus transfer transfer learning Treatment understanding viral infection virus Virus-human PPI viruses [DOI] 10.1186/s12859-021-04484-y PMC 바로가기 [Article Type] Methodology Article
A multitask transfer learning framework for the prediction of virus-human protein–protein interactionsMethodology Article Published on 2021-11-272022-10-27 Journal: BMC Bioinformatics [Category] Coronavirus, COVID-19, Fulltext, MERS, SARS, [키워드] approach dataset datasets Diseases domain Experimental result Features help human cell Human PPI human protein Infection information Interaction interaction pattern knowledge mechanism morbidity and mortality Multitask mutation rate new virus Pathogenesis Probability Protein Protein embedding protein sequence protein sequences Protein–protein interaction protein–protein interactions protein–protein interaction receptor reproducibility Research Result statistically the SARS-CoV-2 virus transfer transfer learning Treatment understanding viral infection virus Virus-human PPI viruses [DOI] 10.1186/s12859-021-04484-y PMC 바로가기 [Article Type] Methodology 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
COVID-Transformer: Interpretable COVID-19 Detection Using Vision Transformer for HealthcareCOVID-Transformer: 의료용 Vision Transformer를 사용한 해석 가능한 COVID-19 감지Article Published on 2021-10-212022-09-10 Journal: International Journal of Environmental Research an [Category] MERS, SARS, 치료기술, [키워드] Accuracy addition affected approach AUC binary classification can be used Chest chest X-ray Chest X-ray image Chest X-ray images chest X-rays collected data country COVID-19 COVID-19 disease COVID-19 patients Critical Data science data set data sets deep learning detection Diagnosis domain grad-CAM healthcare Healthcare industry increase in interpretability knowledge lack limitation Lungs Metrics MONITOR pandemic Patient Pneumonia progression radiologist Radiologists remained scarcity shown Spread the disease time-consuming transfer learning transformer vision vision transformer X-ray [DOI] 10.3390/ijerph182111086 PMC 바로가기 [Article Type] 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
Development of smart camera systems based on artificial intelligence network for social distance detection to fight against COVID-19Research article Published on 2021-10-012022-10-05 Journal: Applied Soft Computing [Category] 치료기술, [키워드] audible calculate convolutional neural network (CNN) Corona virus (COVID-19) COVID-19 deep learning detect development Final identify Perspective predicted Raspberry Pi transfer learning [DOI] 10.1016/j.asoc.2021.107610 [Article Type] Research 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
COVID-19 diagnosis and severity detection from CT-images using transfer learning and back propagation neural network전이 학습 및 역전파 신경망을 이용한 CT 영상에서 코로나19 진단 및 중증도 감지Article Published on 2021-10-012022-09-11 Journal: Journal of infection and public health [Category] SARS, 치료기술, [키워드] Accuracy average Care Care plan Computed tomography COVID-19 COVID-19 diagnosis COVID-19 severity datasets DenseNet-201 diagnose Diagnosis feature ICU ICU care identify MOST Neural Neural network Patient Patient care Practitioner ResNet-50 resource risk severity Support symptomatic patient Symptomatic patients transfer transfer learning Treatment used data ventilator [DOI] 10.1016/j.jiph.2021.07.015 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