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
An agent-based transmission model of COVID-19 for re-opening policy designResearch article Published on 2022-09-012022-10-05 Journal: Computers in biology and medicine [Category] COVID19(2023년), SARS, 변종, 치료기술, [키워드] activities adopted agent-based model approach caused complex interaction computer conditions Contagion Contagion risk Containment measure coronavirus country COVID-19 disease Effect effective element exhibiting experiment global pandemic hypothetical implementation individual Infection information Initially Intervention lack new strain provide reduce Safe SARS-CoV-2 social distancing Social distancing measure tested Transmission Transmission model vaccination variant Ventilation [DOI] 10.1016/j.compbiomed.2022.105847 [Article Type] Research article
Paving the way to point of care (POC) devices for SARS-CoV-2 detectionSARS-CoV-2 탐지를 위한 현장 진료(POC) 장치로의 길을 닦다Article Published on 2022-09-012022-09-11 Journal: Talanta [Category] COVID19(2023년), SARS, 치료기술, [키워드] acquisition amplification applied Care components computer Control COVID-19 patient COVID-19 patients Data acquisition detect Detection limit develop Device Electronically automatized potentiostat Final include mobile phone nasopharyngeal sample Nasopharyngeal samples platform POC POC biosensor Point point of care Portable Result SARS-CoV-2 SARS-CoV-2 detection SARS-CoV-2 virus SARS-CoV-2. signal-to-noise ratio Tablet tested user interface utility virus [DOI] 10.1016/j.talanta.2022.123542 PMC 바로가기 [Article Type] Article
Trends of research productivity across author gender and research fields: A multidisciplinary and multi-country observational studyObservational Study Published on 2022-08-102022-10-04 Journal: PLoS ONE [Category] 임상, [키워드] analysed articles authors Canada comparable computer country declines decrease Effect Engineering England estimate examined female Gender Germany increase in investigated majority male males middle Middle East negatively affected Netherlands notable opposite over pandemic Potential relative growth Research researcher Science target trend United State USA while [DOI] 10.1371/journal.pone.0271998 PMC 바로가기 [Article Type] Observational Study
Increased Online Aggression During COVID-19 Lockdowns: Two-Stage Study of Deep Text Mining and Difference-in-Differences AnalysisArticle Published on 2022-08-092022-11-16 Journal: Journal of Medical Internet Research [Category] 치료기술, [키워드] Affect aggression Analysis applied Applying causal relationship caused computer conducted content analysis COVID-19 COVID-19 pandemic Critical deep demonstrated detect Effects effort emotional emotions Factor Factors fixed greater help Impact increase in Increased independent infodemiology information infoveillance Internet lockdown lockdowns measure media mental health natural language processing neural networks online aggression pandemic positive correlation public health crisis representation Research selected sentiment analysis social media. spatiotemporal stability statistically significant subject text The United States transformer Twitter understanding virus [DOI] 10.2196/38776 PMC 바로가기
Protocol to identify host-viral protein interactions between coagulation-related proteins and their genetic variants with SARS-CoV-2 proteinsArticle Published on 2022-08-032022-11-16 Journal: STAR protocols [Category] SARS, 변종, [키워드] binding site bioinformatics biological processe Complete computer Computer sciences evaluate Genetic variant genetics Health Sciences host protein identify Interaction Molecular Biology. motif Pathogenesis predict Protein protein complex protein interaction protocol regulated SARS-CoV-2 protein SARS-CoV-2 proteins subpopulations the disease viral invasion Viral protein [DOI] 10.1016/j.xpro.2022.101648 PMC 바로가기
A lightweight CNN-based network on COVID-19 detection using X-ray and CT imagesX-ray 및 CT 이미지를 사용하여 COVID-19 감지에 대한 경량 CNN 기반 네트워크Article Published on 2022-07-012022-09-11 Journal: Computers in biology and medicine [Category] COVID19(2023년), SARS, 치료기술, [키워드] Accuracy addition carried chest X-ray Chest X-ray images chest X-rays computer computer tomography Convolutional neural network COVID-19 COVID-19 disease dataset datasets evaluate expected fine-tune highest identify Interpretation NIH researcher SARS-CoV-2 Seven SOTA transfer transfer learning was used X-ray X-ray. [DOI] 10.1016/j.compbiomed.2022.105604 PMC 바로가기 [Article Type] Article
Lifestyle, Physical Activity and Dietary Habits of Medical Students of Wroclaw Medical University during the COVID-19 PandemicArticle Published on 2022-06-192023-07-09 Journal: International Journal of Environmental Research an [Category] COVID19(2023년), [키워드] computer coronavirus COVID-19 dietary habits lockdown medical students nutritional knowledge physical activity Sleep. [DOI] 10.3390/ijerph19127507 PMC 바로가기
Structure-based virtual screening, in silico docking, ADME properties prediction and molecular dynamics studies for the identification of potential inhibitors against SARS-CoV-2 M proSARS-CoV-2 M pro에 대한 잠재적 억제제 식별을 위한 구조 기반 가상 스크리닝, 인실리코 도킹, ADME 특성 예측 및 분자 역학 연구Article Published on 2022-06-012022-09-11 Journal: Molecular diversity [Category] COVID19(2023년), SARS, 치료제, [키워드] ADME affected Amino acid amino acid residue Asinex library ASN binding CADD carried caused complex Compound compounds computer Computer aided drug design conformational contagious COVID-19 COVID-19 patients docked docking drug drug candidate drug design druggability enzyme evaluated GLU Health Organization hydrogen Hydrogen bond hydrogen bond interactions identify in silico include Infection inhibitor interactions knocking down Ligand M pro maturation molecular molecular dynamics Molecular dynamics simulation Mortality Mpro protein Mutation optimization pandemic participated pharmacological PHE Protein protein-ligand protein-ligand interaction protein-ligand interactions Replication responsible RMSD RMSF SARS-CoV-2 SARS-CoV-2 genome SARS-CoV-2 Mpro SARS-CoV-2 Mpro protein Schrodinger software stability strain therapeutic option these compound these compounds TRP Virtual screening virtual screening. virulent was used World Health Organization [DOI] 10.1007/s11030-021-10298-0 PMC 바로가기 [Article Type] Article
SMD-YOLO: An efficient and lightweight detection method for mask wearing status during the COVID-19 pandemicSMD-YOLO: COVID-19 전염병 동안 마스크 착용 상태에 대한 효율적이고 가벼운 감지 방법Article Published on 2022-06-012022-09-11 Journal: Computer methods and programs in biomedicine [Category] 치료기술, 치료제, [키워드] Accuracy Activation Algorithm average Clustering Combination compensated computer computer vision Convolution COVID-19 COVID-19 epidemic COVID-19 pandemic cross dataset Deep Learning Method demonstrated detection efficiency effective Effectiveness evaluated experiment face Face mask face mask detection Face masks feasible feature FLOPs functions greater hospitals IMPROVE increase information Mask mean average precision mechanism object object detection parameter Precision premise present Prevent provided quantity receptive field reduce reduced respiratory virus speed Spread status target YOLO YOLO. YOLOv4 YOLOv4-Tiny [DOI] 10.1016/j.cmpb.2022.106888 PMC 바로가기 [Article Type] Article