PSSPNN: PatchShuffle Stochastic Pooling Neural Network for an Explainable Diagnosis of COVID-19 with Multiple-Way Data AugmentationPSSPNN: 다중 방식 데이터 증강을 통해 설명 가능한 COVID-19 진단을 위한 PatchShuffle 확률적 풀링 신경망Research Article Published on 2021-03-082022-09-12 Journal: Computational and Mathematical Methods in Medicine [Category] 진단, [키워드] Algorithm approaches assist augmentation caused COVID-19 COVID-19 cases death Diagnosis early treatment FIVE healthy subjects help introduced network Neural nine Pneumonia pooling pulmonary tuberculosis radiologist random Result second stochastic was used [DOI] 10.1155/2021/6633755 PMC 바로가기 [Article Type] Research Article
A Two-Phase Stochastic Dynamic Model for COVID-19 Mid-Term Policy Recommendations in Greece: A Pathway towards Mass VaccinationArticle Published on 2021-03-032022-10-29 Journal: International Journal of Environmental Research an [Category] COVID-19, SARS, [키워드] adopted available data baseline benefit compartmental model Compartmental models complement conducted COVID-19 dynamic European expected Greece Intervention less limit lockdown mass measure mitigate Model National NPI NPIs outperform Policy pre-vaccination second wave secure SEIR stochastic stochastic dynamic network took place transmission of SARS-CoV-2 vaccination vaccination rate vaccination rates Vaccine [DOI] 10.3390/ijerph18052497 PMC 바로가기 [Article Type] Article
Deposition distribution of the new coronavirus (SARS-CoV-2) in the human airways upon exposure to cough-generated droplets and aerosol particlesArticle Published on 2020-12-312022-10-29 Journal: Scientific Reports [Category] COVID-19, MERS, SARS, [키워드] ACE2 acute respiratory syndrome addition airway airways angiotensin-converting enzyme 2 applied binding bystander Cell cellular entry Clinical deterioration coronavirus cough coughs COVID-19 deposition direct infection disease distribution droplet effort expressed Fluid dynamics form human airway infect infected patient infected with SARS-CoV-2 Infection initial symptom less majority Mild Model nasal New coronavirus non-specific oral mucosa pandemic parameter Particle Particles pathogen Pathogenesis Pneumonia Probability produced progression quarantine receptor reducing Respiration respiratory droplet SARS-CoV-2 SARS-COV-2 infection significantly sneezes Spread stochastic Symptom target target cells the disease thought tissue Transport Treatment upper airway upper airways upper respiratory tract viral infection Viral load virus while [DOI] 10.1038/s41598-020-79985-6 PMC 바로가기 [Article Type] Article
Sequential Data Assimilation of the Stochastic SEIR Epidemic Model for Regional COVID-19 DynamicsMethods Published on 2020-12-082022-10-28 Journal: Bulletin of Mathematical Biology [Category] Coronavirus, MERS, SARS, [키워드] assimilation containment strategies country COVID-19 disease incidence Dynamics Ensemble Kalman filter Epidemic explain help heterogeneity hidden individual limit Model outbreak Pandemics peaking Predictive model question raise Regional response SEIR Sequential data assimilation Standard stochastic Stochastic epidemic model supplementary material symptom onset [DOI] 10.1007/s11538-020-00834-8 PMC 바로가기 [Article Type] Methods
Stochastic models for objects and images in oncology and virology: application to PI3K-Akt-mTOR signaling and COVID-19 diseaseBiomedical Applications in Molecular, Structural, and Functional Imaging Published on 2020-11-262022-10-30 Journal: Journal of Medical Imaging [Category] COVID-19, [키워드] Algorithm calculated Cancer characteristic characteristic functional Computerized tomography continuous variable coronavirus COVID COVID-19 COVID-19 disease develop disease disrupt effort function functional Lipid rafts mammalian mammalian target of rapamycin signaling mathematical molecular multidimensional oncology Patient physiological Probability problem random Rapamycin Research Signaling signaling pathway stochastic stochastic models university [DOI] 10.1117/1.JMI.8.S1.S16001 PMC 바로가기 [Article Type] Biomedical Applications in Molecular, Structural, and Functional Imaging
Identification of an Epidemiological Model to Simulate the COVID-19 Epidemic Using Robust Multiobjective Optimization and Stochastic Fractal SearchResearch Article Published on 2020-10-152022-10-31 Journal: Computational and Mathematical Methods in Medicine [Category] Coronavirus, MERS, SARS, [키워드] Algorithm changes in China COVID-19 Fractal identification mathematical Model novel coronavirus disease optimization parameter problem recovered robust sensitivity stochastic the epidemic variable variables [DOI] 10.1155/2020/9214159 PMC 바로가기 [Article Type] Research Article
Novel Feature Selection and Voting Classifier Algorithms for COVID-19 Classification in CT ImagesComputational and Artificial Intelligence Published on 2020-09-302022-10-30 Journal: Ieee Access [Category] COVID-19, [키워드] aggregate Algorithm ANOVA applied AUC Chest CT image classification Classifier classifiers Clinical finding CNN Convolutional neural network COVID-19 Critical CT scan CT scans dataset decision diagnose discrepancies Efficiency feature Features features selection Fractal guided whale optimization algorithm Image increase machine learning manifestation network Neural novel optimization overcome Particle Performance metrics Pneumonia positive COVID-19 PSO Research selected Selection SFS statistical test statistically stochastic support vector machine SVM tree voting ensemble Whale Wilcoxon rank-sum X-ray [DOI] 10.1109/ACCESS.2020.3028012 PMC 바로가기 [Article Type] Computational and Artificial Intelligence
Stochastic SIRC epidemic model with time-delay for COVID-19Research Published on 2020-09-182022-10-28 Journal: Advances in Difference Equations [Category] COVID-19, [키워드] basic reproduction number Brownian motion condition coronavirus COVID-19 Cross-immunity deterministic model distribution Epidemic extinction Factors humans Impact Infectious disease memory new strain occur outbreak positive Spread spread of COVID-19 stationary Stationary distribution stochastic Stochastic SIRC model temperature the disease Transmission unique [DOI] 10.1186/s13662-020-02964-8 PMC 바로가기 [Article Type] Research
Pandæsim: An Epidemic Spreading Stochastic SimulatorArticle Published on 2020-09-182022-10-28 Journal: Biology [Category] COVID-19, [키워드] Algorithm applied approach approaches conditions correlation country COVID-19 Effect Efficiency Epidemic epidemic spread Epidemics explain extension France Gillespie SSA algorithm homogeneous hospitals include individual inherent lockdown multi-region models pandemic Reinfection SARS-CoV-2 simple simulator social distancing spreading stochastic stochastic simulation the disease vaccination variant were used [DOI] 10.3390/biology9090299 PMC 바로가기 [Article Type] Article
Flexible, Freely Available Stochastic Individual Contact Model for Exploring COVID-19 Intervention and Control Strategies: Development and SimulationOriginal Paper Published on 2020-09-182022-10-31 Journal: JMIR Public Health and Surveillance [Category] COVID-19, SARS, [키워드] Case isolation category Contact Control coronavirus disease country COVID-19 COVID-19 epidemic develop development Dynamics Effect Epidemic epidemic curve feasible FIVE flexible help hypothetical individual Infection infection dynamics Interaction Intervention investigator involved Isolation Local Model moderate objective parameter predicted Probability produced provided Public health intervention Public health interventions public health measure recorded replicate reported representing researcher Result Seven Simulation social distancing social distancing measures Spread statistical stochastic the epidemic [DOI] 10.2196/18965 PMC 바로가기 [Article Type] Original Paper