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
Ubiquitous Micro-Modular Homologies among Genomes from Viruses to Bacteria to Human Mitochondrial DNA: Platforms for Recombination during Evolution?바이러스에서 박테리아, 인간 미토콘드리아 DNA에 이르기까지 게놈 간의 유비쿼터스 마이크로 모듈식 상동성: 진화 중 재조합을 위한 플랫폼?Article Published on 2022-04-242022-09-11 Journal: Viruses [Category] COVID19(2023년), SARS, 변종, 유전자 메커니즘, 치료기술, [키워드] acute respiratory syndrome annealing appear Bacterial Biology Cluster coding comparison computer Control DNA DNA sequence domain Escherichia Escherichia coli Evolution four letter genetic encoding system Genetic Genome genome segment genomes Human identity investigated mechanism micro-modular identities in 1000 randomized SARS-CoV-2 genomes micro-modular sequence identities mitochondrial mitochondrial DNA nucleotide nucleotide sequence nucleotides Numerous patch type sequence similarities platform question raised Randomized Randomly Recombination respiratory SARS-CoV-2 SARS-CoV-2 genome SARS-CoV-2 genomes SARS-CoV-2 RNA SARS-CoV-2 RNA compared to genomes of many viruses, protobacteria, Escherichia coli SARS-CoV-2 sequence sequence sequence identity Severe acute respiratory syndrome severe acute respiratory syndrome Coronavirus severe acute respiratory syndrome coronavirus-2 signals for evolution, annealing and integrative recombination the 4,641,652 nt DNA sequence of Escherichia coli K12. variant variants viruses Wuhan [DOI] 10.3390/v14050885 PMC 바로가기 [Article Type] Article
Computer Simulations and Network-Based Profiling of Binding and Allosteric Interactions of SARS-CoV-2 Spike Variant Complexes and the Host Receptor: Dissecting the Mechanistic Effects of the Delta and Omicron MutationsSARS-CoV-2 스파이크 변이체 복합체와 숙주 수용체의 결합 및 알로스테릭 상호작용에 대한 컴퓨터 시뮬레이션 및 네트워크 기반 프로파일링: 델타 및 오미크론 돌연변이의 기계적 효과 분석Article Published on 2022-04-152022-09-11 Journal: International Journal of Molecular Sciences [Category] COVID19(2023년), SARS, 변종, [키워드] ACE2 ACE2 complexes ACE2 host receptor allosteric communications analyses angiotensin Angiotensin-converting enzyme angiotensin-converting enzyme 2 binding binding energetics binding energy binding interaction Community Community network Complexes complexes computer constellation contribute Critical Delta Effect energetics Epitopes escape mutants examined functional generate Host host receptor hotspot identify immune evasion integrity Interaction interactions Local MD simulation modulate molecular molecular dynamics Mutation mutational scanning N501Y network analysis omicron Omicron variants plasticity Profiling RBD-ACE2 residue responsible S protein S-RBD SARS-CoV-2 SARS-CoV-2 S protein SARS-CoV-2 spike SARS-CoV-2 spike protein sensitivity signal transmission. Simulation spike Spike protein the RBD the SARS-CoV-2 Transmissibility Transmission variant variants virus [DOI] 10.3390/ijms23084376 PMC 바로가기 [Article Type] Article
Characterization, in-silico, and in-vitro study of a new steroid derivative from Ophiocoma dentata as a potential treatment for COVID-19 Research Published on 2022-04-072022-10-05 Journal: Scientific Reports [Category] COVID19(2023년), SARS, 신약개발, 임상, 치료법, 치료제, [키워드] Anti-inflammatory anti-inflammatory activity anti-inflammatory properties antiviral drug characterization component computer Concentration conducted COVID-19 curative demonstrated Efficacy evaluate exhibited fibroblast cells IC50 in-silico In-vitro inhibitor invertebrate investigation molecular docking plaque Potential treatment Red reduction SARS-CoV2 Standard Toxicity Virtual screening [DOI] 10.1038/s41598-022-09809-2 [Article Type] Research
Ensuring the business continuity of production companies in conditions of COVID-19 pandemic in Poland – Applied measures analysisResearch article Published on 2022-04-012022-10-05 Journal: International Journal of Disaster Risk Reduction [Category] 변종, [키워드] activity Analysis Business continuity management computer condition conditions conducted COVID-19 pandemic Critical Ensuring identify interview lockdown measure pandemic Poland Protective measures questionnaire Research subject telephone Web workplace safety [DOI] 10.1016/j.ijdrr.2022.102863 [Article Type] Research article
Positive Effects of an Online Workplace Exercise Intervention during the COVID-19 Pandemic on Quality of Life Perception in Computer Workers: A Quasi-Experimental Study DesignArticle Published on 2022-03-072022-10-29 Journal: International Journal of Environmental Research an [Category] Coronavirus, MERS, SARS, [키워드] ANOVA applied benefit Chronic diseases computer conditions control group COVID-19 COVID-19 pandemic decrease determine Diagnosis domain Effect evaluate the effect exclusion criteria exercise function Health health condition help high risk inclusion criteria intensity Interaction Intervention intervention group less life Medical conditions occupational health online exercise programme participant Perception performance performed physical positive Quality Quality of life questionnaire SF-36v2 socio-demographic Stage stages survey telework was obtained was used were used Workplace [DOI] 10.3390/ijerph19053142 PMC 바로가기 [Article Type] Article
Security methods for AI based COVID-19 analysis system : A surveyReview article Published on 2022-03-012022-10-05 Journal: Sensors (Basel, Switzerland) [Category] 치료기술, [키워드] Accuracy Adversarial attack Algorithm Analysis attacks caused computer COVID-19 deep learning Defense Degradation diagnosis of COVID-19 example health system methodology outbreak Prevent Rapid security widespread [DOI] 10.1016/j.icte.2022.03.002 [Article Type] Review article
Computer Aided Drug Design Approach to Screen Phytoconstituents of Adhatoda vasica as Potential Inhibitors of SARS-CoV-2 Main Protease EnzymeArticle Published on 2022-02-202022-10-29 Journal: International Review of Cell and Molecular Biology [Category] COVID-19, [키워드] Adhatoda vasica acute respiratory syndrome antiviral drug Antiviral effect AutoDock binding affinity clinical trial Compound computer conformational change coronavirus coronavirus COVID-19 develop docked drug Efficacy hydrogen-bonding interaction in vitro in vivo inhibitor investigated molecular docking molecular docking studies molecular dynamic simulations Novel coronavirus pandemic Potential proliferation protease Protein Ritonavir SARS-CoV-2 SARS-CoV-2 main protease SARS-CoV-2 protease Screen selected suppress targets therapeutic potential these compound viral particle Viral protein Virtual screening [DOI] 10.3390/life12020315 PMC 바로가기 [Article Type] Article
Does Mental Health Affect the Decision to Vaccinate Against SARS-CoV-2? A Cross-Sectional Nationwide Study Before the Vaccine CampaignPsychiatry Published on 2022-02-042022-10-31 Journal: Frontiers in Psychiatry [Category] COVID-19, [키워드] Against age Anxiety Care Chronic diseases Community Complete computer COVID-19 COVID-19 pandemic decision Deterioration determinant dysfunction Effectiveness eligibility Facebook Google form greater Health hypothetical Immunity Infection information Insomnia interview knowledge less Loss media mental deterioration mental health pandemic participant performed Poland positive questionnaire recognizing refusal responses risk factor SARS-CoV-2 second wave social isolation Sociodemographic statistical analysis Symptom the disease the SARS-CoV-2 Total vaccinate vaccination Vaccinations Vaccine vaccine decision-making Vaccines was performed Web were assessed were excluded WhatsApp [DOI] 10.3389/fpsyt.2022.810529 PMC 바로가기 [Article Type] Psychiatry
Data science approaches to confronting the COVID-19 pandemic: a narrative reviewReview Published on 2022-01-102022-10-04 Journal: Philosophical transactions. Series A, Mathematical [Category] MERS, SARS, 신약개발, [키워드] approach big data combating computer Contact tracing COVID-19 COVID-19 pandemic Data science Diagnosis Epidemic Epidemics epidemiological epidemiological studies highlight Infectious disease Mathematical modelling mathematician media mental health pandemic parameters professional public health resource risk Surveillance [DOI] 10.1098/rsta.2021.0127 PMC 바로가기 [Article Type] Review