Improved Analysis of COVID-19 Influenced Pneumonia from the Chest X-Rays Using Fine-Tuned Residual Networks미세 조정된 잔류 네트워크를 사용하여 흉부 X선에서 코로나19 영향 폐렴에 대한 향상된 분석Article Published on 2022-06-162022-09-11 Journal: Computational Intelligence and Neuroscience [Category] COVID19(2023년), SARS, 치료기술, [키워드] Accuracy addressed Analysis Antigen approach Chest chest X-ray Chest X-ray images chest X-rays CNN contagious Convolutional neural network COVID COVID-19 Critical CXR dataset demonstrated Diagnosis effective Epidemic examined Genetic highest IMPROVE Improved indicated individual instance network occurred outcome past positive positive individuals Prevent reached reduction in cases remained residual resulting RT-PCR screened time-consuming virus weakness X-ray [DOI] 10.1155/2022/9414567 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
COVID-CCD-Net: COVID-19 and colon cancer diagnosis system with optimized CNN hyperparameters using gradient-based optimizerCOVID-CCD-Net: Gradient 기반 옵티마이저를 사용하여 CNN 하이퍼파라미터를 최적화한 COVID-19 및 대장암 진단 시스템Article Published on 2022-06-012022-09-11 Journal: Medical & biological engineering & computing [Category] COVID19(2023년), SARS, 치료기술, [키워드] Affect Algorithm Analysis approach Cancer Chain Reaction chest X-ray Chest X-ray image CNN Colon Colon cancer Colon cancer diagnosis Colorectal cancer Convolutional neural network convolutional neural network (CNN) coronavirus coronavirus disease coronavirus disease-2019 COVID-19 Darknet datasets demonstrated diagnose Diagnosis diagnosis of COVID-19 disease early stage epidermal epidermal growth factor epithelial epoch Gradient-based optimizer (GBO) growth factor healthcare Hyperparameter optimization. Microarray National pandemic parameter PCR test polymerase chain reaction receptor Region reverse transcription Reverse transcription-polymerase chain reaction RT-PCR significantly symptoms of COVID-19 the disease Viral pneumonia were used X-ray [DOI] 10.1007/s11517-022-02553-9 PMC 바로가기 [Article Type] Article
A privacy-aware method for COVID-19 detection in chest CT images using lightweight deep conventional neural network and blockchain경량 심층 기존 신경망과 블록체인을 사용하여 흉부 CT 이미지에서 COVID-19 탐지를 위한 개인 정보 인식 방법Article Published on 2022-06-012022-09-11 Journal: Computers in biology and medicine [Category] 진단, 치료기술, [키워드] Accuracy addition average Blockchain Care Chest CT Chest CT image CNN CNNs COVID-19 COVID-19 epidemic COVID-19 patients creating datasets deep deep learning dissemination evaluated experiment FIVE Health Health care hospital hospitals lack learning network Neural organization organizations platform positive patients Precision privacy professional provide Python Randomly recall receive required Reza Scikit-Learn Spread Tabriz TensorFlow Transfer learning. virus [DOI] 10.1016/j.compbiomed.2022.105461 PMC 바로가기 [Article Type] Article
Industry 4.0 technologies and their applications in fighting COVID-19 pandemic using deep learning techniquesResearch article Published on 2022-06-012022-10-05 Journal: Computers in biology and medicine [Category] COVID19(2023년), SARS, 치료기술, [키워드] approach automated baseline clinical CNN Computed tomography computer vision Contact convolutional neural network (CNN) COVID-19 COVID-19 emergency COVID-19 pandemic COVID-19 patient COVID-19 patients dataset deep learning disease early diagnosis feature generate Health authority help high accuracy Human-machine system include Industry 4.0 infected patient Internet Multiple non-infected outperform overcome pandemic processed region of interest Result ROI Spread Treatment X-ray [DOI] 10.1016/j.compbiomed.2022.105418 [Article Type] Research article
ETL-YOLO v4: A face mask detection algorithm in era of COVID-19 pandemicResearch article Published on 2022-06-012022-10-05 Journal: The British journal of oral & maxillofacial surger [Category] 치료기술, [키워드] Accuracy Activation added Algorithm average backbone CNN COVID-19 COVID-19 pandemic CutMix deep learning-based method detect develop Face mask face mask detection Masks Mish activation mosaic Precision researchers SPP network Tiny YOLO v4 variant YOLO [DOI] 10.1016/j.ijleo.2022.169051 [Article Type] Research article
Towards robust diagnosis of COVID-19 using vision self-attention transformer비전 자기주의 트랜스포머를 이용한 강력한 코로나19 진단을 향하여Article Published on 2022-05-262022-09-11 Journal: Scientific Reports [Category] COVID19(2023년), SARS, 치료기술, [키워드] Accuracy affected Algorithm approach architecture Classifier classifiers CNN contagious contagious disease Conventional coronavirus 2 corpus country COVID COVID-19 CT scan dataset datasets deep diagnose diagnosis of COVID-19 disease effective facilitate Healthcare system Healthcare systems infected case infected cases Infection mechanism mitigate network Neural outbreak paper respiratory robust SARS-CoV-2 severe acute respiratory syndrome coronavirus 2 tested transformer [DOI] 10.1038/s41598-022-13039-x PMC 바로가기 [Article Type] Article
Preclinical trial of noncontact anthropometric measurement using IR-UWB radar Research Published on 2022-05-172022-10-05 Journal: Scientific Reports [Category] 임상, [키워드] Algorithm Analysis BMI body mass index children CNN disorders enrolled estimate feasibility growth healthy Infant Infectious disease Intraclass correlation coefficient Malnutrition Medical conditions obesity parameter Preclinical predicted profile Support Transmission Trial [DOI] 10.1038/s41598-022-12209-1 [Article Type] Research
Deep learning based on biologically interpretable genome representation predicts two types of human adaptation of SARS-CoV-2 variants생물학적으로 해석 가능한 게놈 표현에 기반한 딥 러닝은 SARS-CoV-2 변이체의 두 가지 유형의 인간 적응을 예측합니다Article Published on 2022-05-132022-09-11 Journal: Briefings in Bioinformatics [Category] COVID19(2023년), SARS, 변종, 치료법, [키워드] 3D convolutional neural networks A570D adaptation adaptive Alpha VOC Analysis applied Beta biological significance CNN Convolutional neural network coronavirus COVID-19 CoVs D1118H DCR deep Delta determinant dinucleotide dinucleotide composition representation distribution DNT dominant feature framework genetic diversity Genome glycoprotein human adaptation introduced linear Local Mutation omicron opposite pathogenicity performed predict predicted RdRP RdRps real time RNA virus RNA viruses RNA-dependent RNA polymerase SARS-CoV-2 SARS-CoV-2 variant SARS-CoV-2 variants single-stranded Spike proteins ssRNA the spike protein Transmissibility Type variant variants variants of concern variants of concern. variants of interest viruses VOCs [DOI] 10.1093/bib/bbac036 PMC 바로가기 [Article Type] Article
CNN supported automated recognition of Covid-19 infection in chest X-ray imagesResearch article Published on 2022-05-082022-10-05 Journal: Sensors (Basel, Switzerland) [Category] 치료기술, [키워드] Accuracy Algorithm analyzed automated Automatic automatically calculated Canny algorithm chest X-ray Chest X-ray image CNN collected complex coronavirus dataset Diagnosis identify IMPROVE Infection initial Keeping knowledge lung Lungs PCR test Python PyTorch recognize Repository Resnet18 sensitivity specificity supported X-ray [DOI] 10.1016/j.matpr.2022.05.003 [Article Type] Research article