COV-VGX: An automated COVID-19 detection system using X-ray images and transfer learningResearch article Published on 2021-09-172022-10-05 Journal: Informatics in Medicine Unlocked [Category] 치료기술, [키워드] Accuracy automated automatically Chest X-ray images Classifier classifiers CNN contribute coronavirus coronavirus disease COVID-19 dataset deep learning detection system develop diagnosing disease evaluated experiment Extensive feasible feature help Pneumonia Precision predict recall transfer transfer learning VGG-16 X-ray X-ray images [DOI] 10.1016/j.imu.2021.100741 [Article Type] Research article
Automated image classification of chest X-rays of COVID-19 using deep transfer learningResearch article Published on 2021-09-012022-10-05 Journal: Results in Physics [Category] 치료기술, [키워드] Accuracy artificial assist automated Automated diagnostics chain chest X-ray Chest X-ray (CXR) China Classifier CNN country COVID-19 COVID-19 (Coronavirus) CXR database dataset death rates deep learning diagnostics Efficacy False negative rate faster feature help hospital identify image classification India initial screening intelligence Isolation less manifestation material much lower negative network Neural new strain outbreak pandemic Patient patients physician positive COVID-19 predict Prevent radiologist Radiology images Rate reaction reported Research Result robust rRT-PCR rRT-PCR test Spread transfer transfer learning virus World Health Organisation Wuhan [DOI] 10.1016/j.rinp.2021.104529 [Article Type] Research article
Detection of COVID-19 Using Transfer Learning and Grad-CAM Visualization on Indigenously Collected X-ray Dataset고유하게 수집된 X선 데이터 세트에 대한 전이 학습 및 Grad-CAM 시각화를 사용한 COVID-19 감지Article Published on 2021-08-292022-09-10 Journal: Sensors (Basel, Switzerland) [Category] MERS, SARS, 변종, 치료기술, [키워드] Accuracy Activation affected applied artificial intelligence calculated Chest chest radiographs chest X-ray Chest X-ray image Chest X-ray images classification CNN Confusion confusion matrices COVID-19 COVID-19 outbreak CT scan CT scans dataset detection diagnose Diagnosis early stages feature heatmap highlight Kaggle learning parameters Patient PCR test performed Precision recall Research specificity transfer transfer learning variant virus Visualization was collected were used X-ray X-ray images [DOI] 10.3390/s21175813 PMC 바로가기 [Article Type] Article
Incorrect Facemask-Wearing Detection Using Convolutional Neural Networks with Transfer LearningArticle Published on 2021-08-162022-10-31 Journal: International journal for equity in health [Category] COVID-19, [키워드] Accuracy artificial automatically can be used CNN contagiousness contribute Convolutional neural network COVID-19 COVID-19 pandemic deep learning detect detection facemask facemask-wearing condition facemasks facial facial recognition IMPROVE intelligence learning mechanism network Neural reduce transfer transfer learning virus virus transmission [DOI] 10.3390/healthcare9081050 PMC 바로가기 [Article Type] Article
A stacked ensemble for the detection of COVID-19 with high recall and accuracyArticle Published on 2021-08-012023-06-19 Journal: Computers in biology and medicine [Category] MERS, [키워드] COVID-19 false negatives recall transfer learning [DOI] 10.1016/j.compbiomed.2021.104608 PMC 바로가기
Transfer learning-based approach for detecting COVID-19 ailment in lung CT scanResearch article Published on 2021-08-012022-10-05 Journal: Computers in biology and medicine [Category] 치료기술, [키워드] Accuracy applied approach carried COVID-19 CT scan dataset deep learning Efficiency ENhance identify lung lung CT scan Mobilenet pandemic positive Precision provided recall Research Taking transfer learning Visual [DOI] 10.1016/j.compbiomed.2021.104575 [Article Type] Research article
Face mask detection using deep learning: An approach to reduce risk of Coronavirus spread딥 러닝을 사용한 안면 마스크 감지: 코로나바이러스 확산 위험을 줄이는 접근 방식Article Published on 2021-08-012022-09-11 Journal: Journal of biomedical informatics [Category] SARS, 치료기술, [키워드] absence addition Antiviral applied approach baseline bounding box can be used conducted contribute country COVID-19 COVID-19 pandemic detect discourse droplet effective Effective strategies expelled experiment face Face mask face mask detection FUSE generate Health high accuracy impacted IMPROVE infected individual infection rate information Intervention less Mask Masks measure medical resource Medical resources mitigate mouth nose object Object deletion One-stage detector Precision precision and recall primary source recall reduce risk SARS-CoV2 Spread Surveillance transfer transfer learning Two-stage detector. wearing WHO [DOI] 10.1016/j.jbi.2021.103848 PMC 바로가기 [Article Type] Article
Choquet fuzzy integral-based classifier ensemble technique for COVID-19 detectionResearch article Published on 2021-08-012022-10-05 Journal: Computers in biology and medicine [Category] 치료기술, [키워드] Accuracy Analysis average base classifiers Chest X-ray image Choquet integral Classifier CNN Community competent computer scientist COVID-19 COVID-19 case COVID-19 outbreak dataset datasets death deep learning determine Ensemble method evaluated f-score feature Final Github global pandemic healthy infected patient Kaggle Lungs machine learning Patient Precision predicted provide quarantine recall Repository Spread trained model transfer transfer learning vaccination X-ray image [DOI] 10.1016/j.compbiomed.2021.104585 [Article Type] Research article
Automatic COVID-19 Detection Using Exemplar Hybrid Deep Features with X-ray ImagesX선 이미지와 함께 예시적인 하이브리드 심층 기능을 사용한 자동 COVID-19 감지Article Published on 2021-07-292022-09-10 Journal: International Journal of Environmental Research an [Category] SARS, 치료기술, [키워드] Accuracy applied Automatic best classification Classifier CNN CNNs Convolutional neural networks COVID-19 COVID-19 detection database datasets deep deep feature generation detect detection detection system Exemplar COVID-19FclNet9 feature Features fused generate healthcare hybrid Image iterative iterative NCA Medical imaging nine Pneumonia Research respiratory respiratory disorder respiratory disorders selected Support support vector machine SVM Topic transfer learning X-ray [DOI] 10.3390/ijerph18158052 PMC 바로가기 [Article Type] Article
A comparative study of multiple neural network for detection of COVID-19 on chest X-rayResearch Published on 2021-07-272022-10-31 Journal: Eurasip Journal on Advances in Signal Processing [Category] COVID-19, [키워드] Accuracy affected Analysis artificial neural networks chest X-ray Chest X-ray image classification Coronavirus pneumonia COVID-19 deep learning DenseNet121 diagnose diagnostic disease Efficiency healthcare worker IMPROVE Metrics multi-task learning patients Performance metrics Pneumonia pneumonia cases Research Result rising Safe Spread transfer learning viral infection virus were used [DOI] 10.1186/s13634-021-00755-1 PMC 바로가기 [Article Type] Research