DeepChestGNN: A Comprehensive Framework for Enhanced Lung Disease Identification through Advanced Graphical Deep FeaturesArticle Published on 2024-04-292024-09-05 Journal: Sensors (Basel, Switzerland) [Category] update2024, [키워드] Chest X-ray images Deep convolutional neural network elastic deformation Feature extraction Graph neural network image pre-processing Lung disease [DOI] 10.3390/s24092830 PMC 바로가기 [Article Type] Article
Detection of COVID-19 using edge devices by a light-weight convolutional neural network from chest X-ray imagesResearch Published on 2024-01-022024-09-05 Journal: BMC Medical Imaging [Category] update2024, [키워드] Chest X-ray images CNN COVID-19 deep learning Light weight model [DOI] 10.1186/s12880-023-01155-7 PMC 바로가기 [Article Type] Research
Corticosteroid treatment prediction using chest X-ray and clinical dataarticle Published on 2023-12-072024-09-05 Journal: Computational and Structural Biotechnology Journal [Category] update2024, [키워드] Chest X-ray images Clinical data image classification post-acute COVID-19 Treatment prediction vision transformer [DOI] 10.1016/j.csbj.2023.11.057 PMC 바로가기 [Article Type] article
COV-MobNets: a mobile networks ensemble model for diagnosis of COVID-19 based on chest X-ray imagesarticle Published on 2023-06-152024-09-05 Journal: BMC Medical Imaging [Category] update2024, [키워드] Chest X-ray images COVID-19 diagnosis deep learning Ensemble learning MobileNetV3 MobileViT [DOI] 10.1186/s12880-023-01039-w PMC 바로가기 [Article Type] article
DPDH-CapNet: A Novel Lightweight Capsule Network with Non-routing for COVID-19 Diagnosis Using X-ray ImagesArticle Published on 2023-02-222024-09-05 Journal: Journal of digital imaging [Category] update2024, [키워드] Capsule Networks Chest X-ray images COVID-19 Homogeneous vector capsules [DOI] 10.1007/s10278-023-00791-3 PMC 바로가기 [Article Type] Article
COVID-DSNet: A novel deep convolutional neural network for detection of coronavirus (SARS-CoV-2) cases from CT and Chest X-Ray imagesArticle Published on 2022-12-012023-07-10 Journal: Artificial intelligence in medicine [Category] COVID19(2023년), [키워드] Chest CT-scan images Chest X-ray images COVID-DSNet Depthwise separable convolution SARS-CoV-2 [DOI] 10.1016/j.artmed.2022.102427 PMC 바로가기
CovidConvLSTM: A fuzzy ensemble model for COVID-19 detection from chest X-raysResearch article Published on 2022-11-012022-10-05 Journal: Sensors (Basel, Switzerland) [Category] 치료기술, [키워드] Accuracy activity affected applied chest X-ray Chest X-ray images CNN comparable ConvLSTM COVID-19 datasets deep learning ENhance experiments feature Features Fuzzy ensemble IMPROVE Local mechanism memory outbreak Pneumonia prevalent Research Spread Sugeno integral virus [DOI] 10.1016/j.eswa.2022.117812 [Article Type] Research article
COVID-19 detection on Chest X-ray images: A comparison of CNN architectures and ensemblesResearch article Published on 2022-10-012022-10-05 Journal: Sensors (Basel, Switzerland) [Category] 진단, 치료기술, [키워드] Accuracy applied chest X-ray Chest X-ray images CNN CNNs complementary Convolutional neural network Convolutional neural networks COVID-19 CXR dataset decrease detect diagnostics disease effective Efficacy FIVE global pandemic instance instances Patient RT-PCR screening strategy Spread tested transfer learning X-ray [DOI] 10.1016/j.eswa.2022.117549 [Article Type] Research article
Ensemble of Deep Neural Networks based on Condorcet’s Jury Theorem for screening Covid-19 and Pneumonia from radiograph imagesResearch article Published on 2022-10-012022-10-05 Journal: Computers in biology and medicine [Category] 치료기술, [키워드] Accuracy Affect Algorithm approach artificial biomedical imaging Chest X-ray images Classifier Condorcet’s Jury Theorem COVID-19 dataset deep Deep feature extraction deep learning demonstrated determine Ensemble learning evaluate Extended faster Final help IMPROVE intelligence learning likelihood majority Majority voting network Neural parameter Pneumonia Prevent problem sensitivity specificity subject theorem while [DOI] 10.1016/j.compbiomed.2022.105979 [Article Type] Research article
TOPSIS aided ensemble of CNN models for screening COVID-19 in chest X-ray imagesArticle Published on 2022-09-142022-11-16 Journal: Scientific Reports [Category] 치료기술, [키워드] aggregate base classifiers CAD Chest X-ray image Chest X-ray images CNN complementary computer Convolution COVID-19 COVIDx dataset develop Diagnosis evaluated Features information Isolation Kaggle Novel coronavirus outcome parameter Pneumonia provide Radiography Red required RGB Robert similarity Spread virus [DOI] 10.1038/s41598-022-18463-7 PMC 바로가기