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
An automated diagnosis and classification of COVID-19 from chest CT images using a transfer learning-based convolutional neural network전이학습 기반 합성곱 신경망을 이용한 흉부 CT 영상에서 코로나19 자동 진단 및 분류Article Published on 2022-05-012022-09-11 Journal: Computers in biology and medicine [Category] COVID19(2023년), SARS, 변종, 치료기술, [키워드] absence Accuracy addition Algorithm authors analyzed automated Chest CT image CNN Convolutional neural network convolutional neural network (CNN) COVID COVID-19 COVID-19 case COVID-19 cases CT scan dataset datasets deep deep learning Deep learning (DL) diagnose Diagnosis dynamic ENhance experiments faster framework Healthcare professional help LIGHT lung Lung CT scans metaheuristic Metaheuristic optimization network Neural radiologist Radiologists Result second Sparrow Sparrow search algorithm. SSA transfer widespread [DOI] 10.1016/j.compbiomed.2022.105383 PMC 바로가기 [Article Type] Article
Efficacy of Transfer Learning-based ResNet models in Chest X-ray image classification for detecting COVID-19 PneumoniaResearch article Published on 2022-05-012022-10-05 Journal: Chemometrics and Intelligent Laboratory Systems [Category] 진단, 치료기술, [키워드] Accuracy Analysis approach assist automatic detection build carried CNN complex computer COVID-19 COVID-19 diagnosis COVID-19 infection CPU CXR dataset datasets deep deep learning diagnostic dominant early diagnosis effective Effectiveness epidemiological evaluate facilitate FIVE fraction GPU highest individuals with COVID-19 Laboratory laboratory data laboratory measure learning network Neural PCR polymerase chain Precision problems Resnet ResNet model sensitivity specificity stages Symptom tissues transfer learning variant vision X-ray [DOI] 10.1016/j.chemolab.2022.104534 [Article Type] Research article
Multi-classification deep CNN model for diagnosing COVID-19 using iterative neighborhood component analysis and iterative ReliefF feature selection techniques with X-ray imagesResearch article Published on 2022-05-012022-10-05 Journal: Chemometrics and Intelligent Laboratory Systems [Category] 치료기술, [키워드] Accuracy acute respiratory syndrome affected Analysis analyzed applied automatically CNN component Convolutional neural networks CNN coronavirus COVID-19 criteria dataset death rate determine diagnosing Diagnosis disease disease status experiment f-score facilitate faster Feature selection Health highest IMPROVE include indicated IRF iterative Iterative neighborhood component analysis Iterative ReliefF lung material MCC neighborhood network Neural normal Patient performed Precision Predictive radiologist Result SARS-CoV-2 sensitivity specificity Spread virus X-ray [DOI] 10.1016/j.chemolab.2022.104539 [Article Type] Research article
An efficient hardware architecture based on an ensemble of deep learning models for COVID -19 predictionResearch article Published on 2022-05-012022-10-05 Journal: Sustainable Cities and Society [Category] 치료기술, [키워드] Accuracy Analysis chest X-ray CNN computation computational resource COVID COVID-19 CXR Data-aware computational unit deep deep learning Diagnosis Effectiveness Ensemble identify inception latency Latency of CNN network Neural performance Pre-training Precision problems recall Recurrent reduction in resource Semiconductor Taiwan TSMC Verilog [DOI] 10.1016/j.scs.2022.103713 [Article Type] Research article
CT-based severity assessment for COVID-19 using weakly supervised non-local CNNResearch article Published on 2022-05-012022-10-05 Journal: Applied Soft Computing [Category] 바이오마커, [키워드] 3D CNN absolute difference accelerated approach artificial Clinical data CNN consolidation COVID-19 COVID-19 severity Critical CT scan dataset deep learning displaying Evaluating explicit feature Features ground-glass opacity Guidance Infection intelligence labeling learning manifestation mechanism modulation Non-local attention Patient prognostic resulting severity Squeeze treatment protocols Variability [DOI] 10.1016/j.asoc.2022.108765 [Article Type] Research article