Cov-Net: A computer-aided diagnosis method for recognizing COVID-19 from chest X-ray images via machine visionResearch article Published on 2022-11-012022-10-05 Journal: Sensors (Basel, Switzerland) [Category] 진단, 치료기술, [키워드] Accuracy Algorithms applied asymmetric backbone build CAD Chest X-ray image Computer aided diagnosis (CAD) conditions Convolution Coronavirus disease 2019 COVID-19 database demonstrated Diagnosis Experimental result feature Feature learning global pandemic Image recognition information machine vision mechanism methodology outperform Perspective practicality recognizing robust selected Symptomatic patients [DOI] 10.1016/j.eswa.2022.118029 [Article Type] Research article
COVID-19 diagnosis via chest X-ray image classification based on multiscale class residual attentionResearch article Published on 2022-10-012022-10-05 Journal: Computers in biology and medicine [Category] 진단, 치료기술, [키워드] Accuracy adopted chest X-ray Chest X-ray (CXR) COVID-19 COVID-19 diagnosis COVIDx CXR dataset diagnostic ENhance Experimental result feature fusion strategy generate heat map Heat maps IMPROVE information introduced Last Local Multiscale class residual attention (MCRA) overcome Pixel-level mixing PPV reduce Region sensitivity specificity [DOI] 10.1016/j.compbiomed.2022.106065 [Article Type] Research article
DRPADC: A novel drug repositioning algorithm predicting adaptive drugs for COVID-19Research article Published on 2022-10-012022-10-05 Journal: Computers & Chemical Engineering [Category] 변종, 치료제, [키워드] adaptive addition Algorithm association AUC value Central kernel alignment multiple kernel learning Compressed sensing conducted COVID-19 dataset drug drug candidate drug repositioning Experimental result fused information predict reduce similarity therapeutic strategy Vaccine virus Weight K nearest known neighbors [DOI] 10.1016/j.compchemeng.2022.107947 [Article Type] Research article
COVID-19 chest X-ray detection through blending ensemble of CNN snapshotsResearch article Published on 2022-09-012022-10-05 Journal: Biomedical Signal Processing and Control [Category] 변종, 치료기술, [키워드] Accuracy adopted Algorithm assist Asymptomatic Blending chest X-ray Chowdhury Classifier fusion CNN CNNs Combination contribute COVID-19 COVID-19 pandemic COVID-19 virus CXR dataset deep learning detection Efficacy effort Ensemble event Experimental result feature forest generate increasingly information methodology network Neural practitioners Research shown transfer virus [DOI] 10.1016/j.bspc.2022.104000 [Article Type] Research article
Deep learning-based approach for detecting COVID-19 in chest X-raysResearch article Published on 2022-09-012022-10-05 Journal: Biomedical Signal Processing and Control [Category] 진단, 치료기술, [키워드] Accuracy addition Algorithm approach assist chest X-ray Chest X-ray images clinician CNN COVID COVID-19 dataset deep deep learning diagnose Diagnosis diagnostic disease evaluated Experimental result expressing Health identify Infection MobileNetv2 network Neural normal outperform patients with COVID-19 Radiologists ResNet50 suggested Treatment X-ray X-ray images [DOI] 10.1016/j.bspc.2022.103977 [Article Type] Research article
Deep Learning-Aided Automated Pneumonia Detection and Classification Using CXR ScansCXR 스캔을 사용한 딥 러닝 지원 자동화된 폐렴 감지 및 분류Article Published on 2022-08-042022-09-11 Journal: Computational Intelligence and Neuroscience [Category] 치료기술, [키워드] Accuracy artificial intelligence caused Chain Reaction Chest chest X-ray chest X-rays classification CNN common disease conditions contributing to COVID-19 COVID-19 pandemic COVID-19 virus CXR deep deep learning desperation detect detection Diagnosis Experimental result experimental results false discovery rate False negative False negative rate false positive rate gold group Healthcare system Impact infections Inspection limitation lung Lungs mounted overlap pandemic Panic Pneumonia polymerase chain reaction Precision pressure recall Research Reverse transcription-polymerase chain reaction RT-PCR SACs shown specificity Standard Model subsequent transfer Treatment Variation Visual widespread [DOI] 10.1155/2022/7474304 PMC 바로가기 [Article Type] Article
Deep transfer learning for the recognition of types of face masks as a core measure to prevent the transmission of COVID-19Research article Published on 2022-08-012022-10-05 Journal: Applied Soft Computing [Category] 치료기술, [키워드] Accuracy appear caused COVID-19 deep deep learning detection system effective Experimental result Face mask Face masks highest Infection lowest measure Prevent Recognition spread of COVID-19 surgical transfer transfer learning Transmission virus virus transmission [DOI] 10.1016/j.asoc.2022.109207 [Article Type] Research article
On the origin of nitrosylated hemoglobin in COVID-19: Endothelial NO capture or redox conversion of nitrite?: Experimental results and a cautionary note on challenges in translational researchShort communication Published on 2022-08-012022-10-05 Journal: Redox Biology [Category] 치료기술, [키워드] added affecting antioxidants Ascorbate Bacterial baseline Blood blood collection cardiovascular risk Cell circulating complex Concentration COVID-19 COVID-19 patient cysteine Degradation dietary habit downstream endothelial Endothelial dysfunction Experimental result fraction generate hemoglobin impair in healthy individual include Interaction maintain majority marker metabolism Nitrate nitric oxide nitrite oxidative stress oxygen Patient Premature Prevent released reported Research risk subject Thiols tissue translational uninfected vascular dysfunction [DOI] 10.1016/j.redox.2022.102362 [Article Type] Short communication
Rule Extraction for Screening of COVID-19 Disease Using Granular Computing Approach세분화된 컴퓨팅 접근 방식을 사용한 COVID-19 질병 스크리닝을 위한 규칙 추출Article Published on 2022-06-222022-09-11 Journal: Computational and Mathematical Methods in Medicine [Category] 치료기술, [키워드] access to treatment affected appear approach Care collected computing congestion COVID-19 COVID-19 disease detect diagnosing disease early diagnosis Experimental result experimental results extraction feature granular health center initial symptom initial symptoms Patient problem Quality of service reduce reported rule Screening service Statistics Symptom Symptoms the epidemic training dataset Treatment variety virus [DOI] 10.1155/2022/8729749 PMC 바로가기 [Article Type] Article
COVID-WideNet—A capsule network for COVID-19 detectionResearch article Published on 2022-06-012022-10-05 Journal: Applied Soft Computing [Category] 진단, 치료기술, [키워드] Accuracy approach Area assist AUC Capsule Networks Classifier CNN COVID COVID-19 COVID-19 case COVID-19 patients COVID-19 symptoms COVID-19: Virus variants COVIDx Curve CXR dataset deep learning demonstrated detect diagnosing diagnosis of COVID-19 diagnostic Experimental result infected patients Isolation less outbreak Panic parameter radiologist RT-PCR RT-PCR testing Sensitivity and specificity Spread Treatment variant X-ray x-rays [DOI] 10.1016/j.asoc.2022.108780 [Article Type] Research article