SARS-CoV-2 removal by mix matrix membrane: A novel application of artificial neural network based simulation in MATLAB for evaluating wastewater reuse risksArticle Published on 2023-01-012022-11-15 Journal: Chemosphere [Category] COVID19(2023년), SARS, 치료기술, 치료제, [키워드] artificial Artificial neural network collected COVID-19 COVID-19 outbreak demonstrated detect filtration Fractions include Iran Log reduction Mashhad MATLAB membrane Mix matrix membrane moderate outbreak plant polycarbonate prevalence rate recorded reduce reuse risk robust RT-qPCR SARS-CoV-2 specimen treated Treatment virus was collected wastewater wastewater treatment. [DOI] 10.1016/j.chemosphere.2022.136837 PMC 바로가기
Event-Specific Transmission Forecasting of SARS-CoV-2 in a Mixed-Mode Ventilated Office Room Using an ANNArticle Published on 2022-12-152023-07-11 Journal: International Journal of Environmental Research an [Category] COVID19(2023년), [키워드] air-conditioned buildings Artificial neural network carbon dioxide concentration mixed-mode ventilation office environment public health real-time monitoring. SARS-CoV-2 [DOI] 10.3390/ijerph192416862 PMC 바로가기
Performance assessment and improvement of a care unit for COVID-19 patients with resilience engineering and motivational factors: An artificial neural network methodResearch article Published on 2022-10-012022-10-05 Journal: Computers in biology and medicine [Category] 변종, [키워드] Algorithm Analysis Artificial neural network asked Care Combination Complete COVID-19 COVID-19 patient Data envelopment analysis detrimental disease evaluate healthcare providers Healthcare system hospital Hospital staff IMPROVE indicated investigated Job satisfaction motivational factor New coronavirus performance Performance evaluation performed physical questionnaire required Resilience Resilience engineering sensitivity analysis significant increase statistical statistical test Threats was determined [DOI] 10.1016/j.compbiomed.2022.106025 [Article Type] Research article
Identification of potential pan-coronavirus therapies using a computational drug repurposing platform계산 약물 재검사 플랫폼을 사용한 잠재적 팬-코로나 바이러스 요법의 식별Article Published on 2022-07-012022-08-31 Journal: Methods (San Diego, Calif.) [Category] COVID19(2023년), SARS, 신약개발, 치료제, [키워드] acute respiratory syndrome approach approved drug approved drugs artificial Artificial neural network causative agent clinical trials Computational drug coronavirus coronavirus disease Coronavirus disease 2019 COVID-19 datasets disease disease outbreaks drug Drug mechanism Drug repurposing drugs effective facilitate Human identification Infectious disease infectious disease outbreak information mechanism mechanism of action methodology novel Outbreaks pandemic Pathways platform PPI PPI network predicted protein-protein interaction rapid response Replication respiratory SARS SARS-CoV seriously ill patients Severe acute respiratory syndrome therapeutic therapy Treatment Validity virus replication Virus replication. Zoonotic coronavirus [DOI] 10.1016/j.ymeth.2021.11.002 PMC 바로가기 [Article Type] Article
Utilization of Random Forest Classifier and Artificial Neural Network for Predicting Factors Influencing the Perceived Usability of COVID-19 Contact Tracing “MorChana” in Thailand태국에서 COVID-19 접촉 추적 "MorChana"의 인지된 사용성에 영향을 미치는 요인을 예측하기 위한 랜덤 포레스트 분류기 및 인공 신경망 활용Article Published on 2022-06-292022-09-11 Journal: International Journal of Environmental Research an [Category] COVID19(2023년), SARS, 변종, [키워드] acceptance Accuracy affecting ANN artificial Artificial neural network cause causes Classifier condition Contact Contact tracing convenience sampling COVID-19 COVID-19 pandemic evaluate Factor forest framework Government habit help human behavior Intention machine learning algorithm Machine learning algorithms methodology mitigate motivation Mutation network Neural Perceived protection random Random forest random forest classifier. reduce response severity Spread suggested technology theory tracing Usability utilization variants virus [DOI] 10.3390/ijerph19137979 PMC 바로가기 [Article Type] Article
Artificial neural network-based estimation of COVID-19 case numbers and effective reproduction rate using wastewater-based epidemiologyResearch article Published on 2022-06-012022-10-05 Journal: Water research [Category] COVID19(2023년), SARS, 변종, 비임상, [키워드] acute respiratory syndrome affecting ANN artificial Artificial neural network clinical testing Concentration coronavirus coronavirus disease country Coverage COVID-19 COVID-19 case data-driven dataset develop effective Epidemiology evaluated Factor incidence incidence rates include limit MONITOR offer pandemic Precision Prevalence prevalence rates Reproduction number RNA SARS-CoV-2 Surveillance Transmission dynamics USA Utah vaccination rate Viral concentration Viral transmission Wastewater-based epidemiology [DOI] 10.1016/j.watres.2022.118451 [Article Type] Research article
Assessing the role of imported cases on the establishment of SARS-CoV-2 Delta variant of concern in Bolton, UK영국 볼튼에서 우려의 SARS-CoV-2 Delta 변종 설정에 대한 수입 사례의 역할 평가Article Published on 2022-05-122022-09-11 Journal: Epidemiology and Infection [Category] COVID19(2023년), SARS, 변종, [키워드] Artificial neural network Assessing B.1.617.2 community transmission correlation COVID-19 COVID-19 case Delta delta variant demographic data described highest incursion independent independent of India Infectious disease inherent involved Lineage Local Mathematical modelling Mathematical Modelling. outbreak outlier positive Region SARS-CoV-2 SARS-CoV-2 variant secondary transmission SEIR sequenced Sequencing Transmission Transmission model [DOI] 10.1017/S0950268821002776 PMC 바로가기 [Article Type] Article
Combined Computational NMR and Molecular Docking Scrutiny of Potential Natural SARS-CoV-2 M pro Inhibitors잠재적인 천연 SARS-CoV-2 M pro 억제제의 결합된 컴퓨터 NMR 및 분자 도킹 조사Article Published on 2022-03-242022-09-11 Journal: The journal of physical chemistry. B [Category] SARS, 치료제, [키워드] acute respiratory syndrome acute respiratory syndrome coronavirus acute respiratory syndrome coronavirus 2 Analysis applied approach Artificial neural network assist candidate Combined Compound coronavirus COVID-19 drug feasible identify inhibit inhibitor M pro modeling molecular docking natural NMR parameter Potential problem protease Research SARS-CoV-2 severe acute respiratory syndrome Coronavirus suggested suppressor virus [DOI] 10.1021/acs.jpcb.1c10489 PMC 바로가기 [Article Type] Article
Clinical Characteristics of COVID-19 Patients and Application to an Artificial Intelligence System for Disease SurveillanceArticle Published on 2022-03-052022-10-30 Journal: Journal of Clinical Medicine [Category] COVID-19, [키워드] application artificial artificial intelligence Artificial neural network baseline clinical Clinical characteristics Cluster coronavirus disease COVID-19 COVID-19 patient Decision tree diagnosing diagnosis of COVID-19 highest hospital identify infected patient Infection intelligence Isolation pandemic Patient physician professional protocol random Random forest sensitivity specificity Support Support vector machine (SVM) SVM System were used [DOI] 10.3390/jcm11051437 PMC 바로가기 [Article Type] Article
Genetic prediction of ICU hospitalization and mortality in COVID-19 patients using artificial neural networks인공신경망을 이용한 코로나19 환자 중환자실 입원 및 사망률의 유전적 예측Article Published on 2022-03-012022-09-11 Journal: Journal of Cellular and Molecular Medicine [Category] 변종, [키워드] absence ADAMTS13 age age and gender ANN artificial intelligence Artificial neural network C3a CD46 CD55 CFB CFD CFH CFHR1 CFI Clinical outcome clinical outcomes complement complement inhibition coronavirus disease COVID-19 COVID-19 patient COVID-19 patients Critical death death in COVID-19 develop disintegrin dysregulation examined Gender Genes Genetic genetic susceptibility genetic susceptibility. Genetic variant genetic variants Hospitalization Hospitalized ICU identified variant identify metalloproteinase morbidity morbidity and mortality Mortality motif Next-generation sequencing outcome Patient patients phenotype presence or absence recruited SARS-CoV2 severe COVID-19 severe COVID-19 patient severe COVID-19 patients significantly increased THBD thrombomodulin Thrombospondin unmet need variant variants [DOI] 10.1111/jcmm.17098 PMC 바로가기 [Article Type] Article