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Epidemiology

Epidemiology is a scientific discipline that provides reliable knowledge for clinical medicine focusing on prevention, diagnosis and treatment of diseases. Research in Epidemiology aims at characterizing risk factors for the outbreak of diseases and at evaluating the efficiency of certain treatment strategies, e.g., to compare a new treatment with an established gold standard. This research is strongly hypothesis-driven and statistical analysis is the major tool for epidemiologists so far. Correlations between genetic factors, environmental factors, life style-related parameters, age and diseases are analyzed.

Source: Visual Analytics of Image-Centric Cohort Studies in Epidemiology

Papers

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Showing 151–200 of 425 papers

TitleStatusHype
Geometric approach for non pharmaceutical interventions in epidemiology—0
Optimality-preserving Reduction of Chemical Reaction Networks—0
A spatio-temporal framework for modelling wastewater concentration during the COVID-19 pandemic—0
Sensor data-driven analysis for identification of causal relationships between exposure to air pollution and respiratory rate in asthmatics—0
Neural Network Augmented Compartmental Pandemic Models—0
Fast Learning of Multidimensional Hawkes Processes via Frank-Wolfe—0
Practical and scalable simulations of non-Markovian stochastic processes and temporal networks with individual node propertiesCode0
Epidemiological Agent-Based Modelling Software (Epiabm)Code1
GRASMOS: Graph Signage Model Selection for Gene Regulatory Networks—0
Significant Ties Graph Neural Networks for Continuous-Time Temporal Networks Modeling—0
Retrospective analysis of SARS-CoV-2 omicron invasion over delta in French regions in 2021-22: a status-based multi-variant modelCode0
A Categorical Framework for Modeling with Stock and Flow DiagramsCode1
Generalised Gillespie Algorithms for Simulations in a Rule-Based Epidemiological Model Framework—0
Confound-leakage: Confound Removal in Machine Learning Leads to LeakageCode0
Congruity of genomic and epidemiological data in modeling of local cholera outbreaksCode0
Automatic ICD Coding Exploiting Discourse Structure and Reconciled Code EmbeddingsCode0
METS-CoV: A Dataset of Medical Entity and Targeted Sentiment on COVID-19 Related TweetsCode1
What Are You Anxious About? Examining Subjects of Anxiety during the COVID-19 Pandemic—0
Neural parameter calibration for large-scale multi-agent modelsCode1
Covariance regression with random forestsCode0
A Survey on Large-Population Systems and Scalable Multi-Agent Reinforcement Learning—0
Agent based simulators for epidemic modelling: Simulating larger models using smaller ones—0
Data needs for integrated economic-epidemiological models of pandemic mitigation policies—0
An agent-based modeling approach for real-world economic systems: Example and calibration with a Social Accounting Matrix of Spain—0
A hybrid transmission model for Plasmodium vivax accounting for superinfection, immunity and the hypnozoite reservoir—0
A Modified PINN Approach for Identifiable Compartmental Models in Epidemiology with Applications to COVID-19—0
Differentiable Agent-based EpidemiologyCode1
On the Need and Applicability of Causality for Fairness: A Unified Framework for AI Auditing and Legal Analysis—0
Machine learning of percolation models using graph convolutional neural networks—0
Eco-evolutionary tradeoffs in the dynamics of prion strain competition—0
Spatiotemporal Data Mining: A Survey—0
Stochastic compartmental models of COVID-19 pandemic must have temporally correlated uncertainties—0
Moving towards FAIR practices in epidemiological research—0
Multi-fidelity Hierarchical Neural ProcessesCode0
LAPIS is a fast web API for massive open virus sequencing databasesCode1
Innovations in Integrating Machine Learning and Agent-Based Modeling of Biomedical Systems—0
Enriching Epidemiological Thematic Features For Disease Surveillance Corpora Classification—0
Petri nets in epidemiology—0
Generalization bounds and algorithms for estimating conditional average treatment effect of dosage—0
Counterfactual Analysis in Dynamic Latent State Models—0
Pneumococcus and the stress-gradient hypothesis: a trade-off links R_0 and susceptibility to co-colonization across countries—0
Inference of a Rumor's Source in the Independent Cascade Model—0
New results and open questions for SIR-PH epidemic models with linear birth rate, loss of immunity, vaccination, and disease and vaccination fatalities—0
COVID-19 epidemiology as emergent behavior on a dynamic transmission forestCode0
Probabilistic AutoRegressive Neural Networks for Accurate Long-range ForecastingCode0
DAMNETS: A Deep Autoregressive Model for Generating Markovian Network Time SeriesCode0
A machine learning-based severity prediction tool for diabetic sensorimotor polyneuropathy using Michigan neuropathy screening instrumentations—0
Implications of Mortality Displacement for Effect Modification and Selection Bias—0
Modeling-informed policy, policy evaluated by modeling: Evolution of mathematical epidemiology in the context of society and economy—0
Enhancing crowd flow prediction in various spatial and temporal granularitiesCode1
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