De Novo design of potential inhibitors against SARS-CoV-2 MproSARS-CoV-2 Mpro에 대한 잠재적 억제제의 새로운 설계Article Published on 2022-08-012022-09-11 Journal: Computers in biology and medicine [Category] COVID19(2023년), SARS, 치료제, [키워드] binding can be used Complete composed compounds COVID-19 de novo de novo drug design. deep deep learning drug drug design evaluate evaluated filtered inhibitor inhibitory effect Inhibitory effects machine learning model machine learning models memory molecular docking molecular dynamics Molecular dynamics simulation molecular dynamics simulations MPro provide SARS-CoV-2 main protease SARS-CoV-2 Mpro stability transfer transfer learning Validity Virtual screening [DOI] 10.1016/j.compbiomed.2022.105728 PMC 바로가기 [Article Type] Article
Masseter muscle pressure injury: First report of a prone position complication in patients with COVID-19교근 근육 압박 부상: COVID-19 환자의 엎드린 자세 합병증의 첫 보고Case Reports Published on 2022-08-012022-09-11 Journal: Intensive & critical care nursing [Category] SARS, 치료기술, [키워드] acute respiratory distress acute respiratory distress syndrome Case report Complication COVID-19 COVID-19 patients deep Deep tissue injury distress facial Injury intensive care intensive care unit intensive care units management Masseter muscle obese patients with COVID-19 pressure Pressure injury Prevent prone Prone position Prophylactic respiratory distress Respiratory distress syndrome SARS-CoV-2 SARS-COV-2 infection Side effect syndrome tissue tissue injury [DOI] 10.1016/j.iccn.2022.103251 PMC 바로가기 [Article Type] Case Reports
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
Automated detection of COVID-19 cases from chest X-ray images using deep neural network and XGBoost심층 신경망 및 XGBoost를 사용하여 흉부 X선 이미지에서 코로나19 사례 자동 감지Article Published on 2022-08-012022-09-11 Journal: Radiography (London, England : 1995) [Category] SARS, 치료기술, [키워드] Accuracy Activation Algorithm approach approaches assist can be used Chest chest X-ray Chest X-ray image Chest X-ray images chests coronavirus disease COVID-19 COVID-19 case COVID-19 cases COVID-19 diagnosis COVID-19 pandemic deep Deep neural network (DNN) DenseNet169 detect diagnosing evaluate experiment faster feature Gradient heatmap implementation initial input network Neural patients with COVID-19 people with COVID-19 problems radiologist Radiologists researcher sensitivity specificity the disease the patient was used X-ray XGBoost [DOI] 10.1016/j.radi.2022.03.011 PMC 바로가기 [Article Type] Article
Multi-branch fusion auxiliary learning for the detection of pneumonia from chest X-ray images흉부 X선 영상에서 폐렴 진단을 위한 다분기 융합 보조 학습Article Published on 2022-08-012022-09-11 Journal: Computers in biology and medicine [Category] COVID19(2023년), SARS, 치료기술, [키워드] absence Accuracy assist auxiliary Auxiliary learning average Bacteria Bacterial bacterial pneumonia baseline caused chest X-ray Chest X-ray image COVID-19 Critical CXR deep deep learning ENhance feature fusion fused Infection infectious information Isolation learning Lung infection multi-task learning other viral pneumonia parameter Pneumonia recall recognize screening method Treatment Viral pneumonia virus was used [DOI] 10.1016/j.compbiomed.2022.105732 PMC 바로가기 [Article Type] Article
Detecting COVID-19 patients via MLES-Net deep learning models from X-Ray imagesX-Ray 이미지에서 MLES-Net 딥 러닝 모델을 통해 COVID-19 환자 감지Article Published on 2022-07-302022-09-11 Journal: BMC Medical Imaging [Category] COVID19(2023년), SARS, 치료기술, [키워드] Accuracy Attention automatically average calculation categories category caused Characteristics chest X-ray Chest X-ray images Classifier classifiers Convolutional neural network convolutional neural network (CNN) Corona Coronavirus infection correlation COVID-19 COVID-19 patient cumulative death deep deep learning diagnose Diagnosis Dot product Efficiency enhanced experimental results Factor feature Final generate IMPROVE information initial Local Mask MLES-Net. multiple groups network network model normalized Novel coronavirus Novel coronavirus infection parameter parameters Pneumonia Prevent problems restored scaled sensation similarity Spread Variability virus Virus Disease was obtained [DOI] 10.1186/s12880-022-00861-y PMC 바로가기 [Article Type] Article
Novel Coronavirus and Common Pneumonia Detection from CT Scans Using Deep Learning-Based Extracted Features딥 러닝 기반 추출 기능을 사용하여 CT 스캔에서 신종 코로나바이러스 및 일반적인 폐렴 감지Article Published on 2022-07-282022-09-11 Journal: Viruses [Category] COVID19(2023년), SARS, 치료기술, [키워드] Accuracy added Algorithm automatically average can be used Chest CT chest CT scan Chest CT scans China Classifier common common cold common pneumonia conditions Convolutional neural network convolutional neural network (CNN) Coronavirus pneumonia COVID-19 COVID-19 detection COVID-19 infection dataset deep deep learning deep learning features detect detection develop diagnose Diagnosis diagnostic test Extracted False-positive feature Health highest hospital Image individual infecting Intervention investigation knowledge MONITOR novel Novel coronavirus novel coronavirus pneumonia pandemic Pandemics Pneumonia Prevent reduce reported required Research severity Support support vector machine SVM Symptom Symptoms the disease the vaccine time-consuming treat Vaccine [DOI] 10.3390/v14081667 PMC 바로가기 [Article Type] Article
An Empirical Analysis of an Optimized Pretrained Deep Learning Model for COVID-19 DiagnosisCOVID-19 진단을 위한 최적화된 사전 훈련된 딥 러닝 모델의 실증 분석Article Published on 2022-07-272022-09-11 Journal: Computational and Mathematical Methods in Medicine [Category] COVID19(2023년), SARS, 치료기술, [키워드] accelerated approach battle bioinformatics clinicians and researcher COVID-19 COVID-19 disease COVID-19 outbreak datasets deep deep learning Deep Learning Method diagnosed Diagnosis diagnosis of COVID-19 died evaluated fine-tune Frame healthy learning lung Model Non-COVID-19 patients with COVID-19 platform Pneumonia Predictive predictive models referred to researcher separate experiments Treatment virus Volume were used [DOI] 10.1155/2022/9771212 PMC 바로가기 [Article Type] Article
Deep Learning-Based Networks for Detecting Anomalies in Chest X-Rays흉부 X선에서 이상 징후를 감지하기 위한 딥 러닝 기반 네트워크Article Published on 2022-07-232022-09-11 Journal: BioMed Research International [Category] COVID19(2023년), SARS, 치료기술, [키워드] Accuracy ad hoc anomalies Anomaly approach approaches Chest chest X-ray chest X-rays Classifier classifiers conditions Critical data set database deep deep learning demonstrated detect Diagnosis eliminating evaluated example imaging test investigated knowledge network Pathologies pathology performed Pneumonia popularity professional Radiological examinations Research starting tested transfer X-ray [DOI] 10.1155/2022/7833516 PMC 바로가기 [Article Type] Article
A Novel Deep Learning and Ensemble Learning Mechanism for Delta-Type COVID-19 Detection델타형 COVID-19 탐지를 위한 새로운 딥 러닝 및 앙상블 학습 메커니즘Article Published on 2022-07-082022-09-11 Journal: Frontiers in Public Health [Category] COVID19(2023년), SARS, 치료기술, 치료제, [키워드] Accuracy acute respiratory syndrome acute respiratory syndrome coronavirus AI Analysis applicability assumed AUC bottleneck chest X-ray Community Confusion confusion matrix coronavirus coronavirus disease Coronavirus disease 2019 COVID-19 COVID-19 infection deep deep learning defined Delta-type COVID-19 detection diagnosing Diagnosis disease domain dry cough Dyspnea Ensemble learning ensemble learning technique f-score fatigue Features Fever hybrid deep learning. learning morbidity mortalities Mortality Non-invasive novel Novel coronavirus novel coronavirus disease ocular Other Patient Performance metrics Practitioner practitioners Precision presenting Radiographic radiologist recorded Research response SARS-CoV-2 Support support vector machine SVM Variation VGG16 virus X-ray [DOI] 10.3389/fpubh.2022.875971 PMC 바로가기 [Article Type] Article