Finding Asymptomatic Spreaders in a COVID-19 Transmission Network by Graph Attention NetworksGraph Attention Networks를 통해 COVID-19 전송 네트워크에서 무증상 전파자 찾기Article Published on 2022-07-282022-09-11 Journal: Viruses [Category] COVID19(2023년), SARS, 치료기술, [키워드] approach Asymptomatic asymptomatic infections asymptomatic spreader Attention catch COVID-19 COVID-19 epidemic COVID-19 transmission COVID-19 transmission network dataset Effectiveness Epidemic finding gene sequence generate Genetic graph graph attention network graph context loss function. help individual Infection information Local loss function mutate natural language natural language processing network preventive measure preventive measures principle RNA virus SARS-CoV-2 sequence spreader spreads symptomatic and asymptomatic Transmission virus [DOI] 10.3390/v14081659 PMC 바로가기 [Article Type] Article
TSRNet: Diagnosis of COVID-19 based on self-supervised learning and hybrid ensemble modelResearch article Published on 2022-07-012022-10-05 Journal: Computers in biology and medicine [Category] 변종, [키워드] Accuracy addition Attention AUC caused confirmed cases coronavirus country COVID-19 COVID-19 case CT Culture death deep learning develop diagnose Diagnosis early treatment Ensemble Features FIVE help helping highest Infection information Lung CT machine learning mechanism mutated pandemic physician reached recall Result Self-supervised learning Spread suspected patient transfer transfer learning virus [DOI] 10.1016/j.compbiomed.2022.105531 [Article Type] Research article
A Structure-Based B-cell Epitope Prediction Model Through Combing Local and Global FeaturesArticle Published on 2022-07-012023-07-10 Journal: Frontiers in Immunology [Category] COVID19(2023년), [키워드] Attention B-cell epitopes prediction Bi-LSTM GCN SARS-CoV-2 structure-based. [DOI] 10.3389/fimmu.2022.890943 PMC 바로가기
Research on Mask-Wearing Detection Algorithm Based on Improved YOLOv5개선된 YOLOv5 기반 마스크 착용 감지 알고리즘 연구Article Published on 2022-06-292022-09-11 Journal: Sensors (Basel, Switzerland) [Category] 치료기술, 치료제, [키워드] Accuracy Algorithm Attention average baseline bidirectional BiFPN complex contagious Coordinate Coordinate Attention COVID-19 Critical decrease detection distance Factor feature IMPROVE Improved introduced Mask mechanism object detection overlapping replaced Spread Stress suppression targets union virus YOLOv5 [DOI] 10.3390/s22134933 PMC 바로가기 [Article Type] Article
Applying Interleaving Strategy of Learning Materials and Perceptual Modality to Address Secondary Students’ Need to Restore Cognitive CapacityRandomized Controlled Trial Published on 2022-06-192022-10-05 Journal: International Journal of Environmental Research an [Category] 임상, [키워드] address Applying assigned Attention auditory blocked Capacity Chinese cognitive collected Course COVID-19 pandemic direct attention EEG fatigue help IMPROVE information interleaving effect learning Long material Mental micro-lectures. modality outcome outcomes prevalent Randomly restoration secondary Strategy student subject theory [DOI] 10.3390/ijerph19127505 PMC 바로가기 [Article Type] Randomized Controlled Trial
Contour-enhanced attention CNN for CT-based COVID-19 segmentationResearch article Published on 2022-05-012022-10-05 Journal: Sensors (Basel, Switzerland) [Category] 치료기술, [키워드] Attention Automatic chest CT scan clinical care CNN Context coronavirus COVID-19 datasets Decoder deep learning effective evaluated feature fusion healthcare High-resolution information Morphological pandemic recall Research Segmentation similarity tissue [DOI] 10.1016/j.patcog.2022.108538 [Article Type] Research article
Multivariate profile and acute-phase correlates of cognitive deficits in a COVID-19 hospitalised cohortResearch article Published on 2022-04-282022-10-05 Journal: EClinicalMedicine [Category] 바이오마커, [키워드] Academy Accuracy acute illness acute phase age Anxiety association Attention calculated Cambridge characteristic clinical feature Clinical research Cognition cognitive Cognitive assessment cognitive deficit Cognitive function Cohort condition controls COVID-19 Critical care datasets Dementia demographic factor Department Depression determine deviation Effect expected expressed facility finding foundation funding highlighting hospital Hospital admission hospitalised Imperial College London individual less magnitude mechanically ventilated Medical Research Council memory mental health multivariate NHS NIHR Planning Post-traumatic stress disorder predicted preliminary evidence profile Reasoning reduced required Research response scientist severe COVID-19 severity significantly Standard deviation statistical significance supported survivor technology Trust Wellcome Trust with COVID-19 [DOI] 10.1016/j.eclinm.2022.101417 [Article Type] Research article
Infection prevention and control insights from a decade of pathogen whole-genome sequencing10년 간의 병원체 전체 게놈 시퀀싱을 통한 감염 예방 및 제어 통찰력Review Published on 2022-04-012022-09-11 Journal: The Journal of hospital infection [Category] COVID19(2023년), SARS, 변종, [키워드] antimicrobial resistance arising Attention Benchmarking Candida Clostridioide Clostridioides Community COVID-19 pandemic Culture Diagnosis Diseases Epidemiology explain greater group healthcare worker Healthcare workers heterogeneity hospital identify implication individual Infection infection control Infection prevention infections Infectious diseases involved metagenomic sequencing Mycobacterium outbreak pathogen Pathogens Patient Prevent Prevention and control provided SARS-CoV-2 sequencing Sequencing Staphylococcus aureus subtype Surveillance thought Transmission transmission route Transmission routes variant variants whole-genome sequencing [DOI] 10.1016/j.jhin.2022.01.024 PMC 바로가기 [Article Type] Review
The Relationship Between Attentional Bias, Anxiety Sensitivity, and Depression and Anxiety Symptoms: Evidence From the COVID-19 Pandemic in ChinaPublic Health Published on 2022-02-082022-10-31 Journal: Frontiers in Public Health [Category] Coronavirus, COVID19(2023년), MERS, SARS, [키워드] Anxiety anxiety sensitivity anxiety symptoms APNI association Attention attention bias bias China cognitive cognitive concerns correlation COVID-19 COVID-19 pandemic DASS-21 Depression Evidence General population Guidance help increases in indicated individual Intervention Measures Mediation analysis mental health mental health concerns mental health issues negative negative emotions pandemic participant physical physical concerns positively correlated provide recruited relationship reported Result risk scale sensitivity significantly Stress Scale suggested Support Symptoms understanding was performed [DOI] 10.3389/fpubh.2022.832819 PMC 바로가기 [Article Type] Public Health
Diversity of Coronaviruses with Particular Attention to the Interspecies Transmission of SARS-CoV-2Review Published on 2022-02-042022-10-28 Journal: Animals : an Open Access Journal from MDPI [Category] COVID-19, [키워드] acute respiratory syndrome angiotensin-converting enzyme 2 approach Attention caused Cell China complex complicate coronavirus coronavirus disease COVID-19 COVID-19 pandemic cytoplasm determinant Diversity effort Epidemiology Evidence Evolution global pandemic Health Host host range host susceptibility Human humans Impact implementation infect infection with SARS-CoV-2 interspecies transmission membrane fusion mitigate natural one health outbreak pandemic Particular problems question raising RBD receptor receptors Replication reported SARS-CoV-2 SARS-CoV-2 evolution SARS-CoV-2 virus simple susceptibility the receptor-binding domain Transmission variety virus wild animals [DOI] 10.3390/ani12030378 PMC 바로가기 [Article Type] Review