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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 151–175 of 425 papers

TitleStatusHype
VLUCI: Variational Learning of Unobserved Confounders for Counterfactual Inference—0
Learning and Generalizing Polynomials in Simulation MetamodelingCode0
Explicit mathematical epidemiology results on age renewal kernels and R0 formulas are often consequences of the rank one property of the next generation matrix—0
Superinfection and the hypnozoite reservoir for Plasmodium vivax: a general framework—0
Identifiable causal inference with noisy treatment and no side informationCode0
Amortized Simulation-Based Frequentist Inference for Tractable and Intractable LikelihoodsCode0
A Causal Framework for Decomposing Spurious Variations—0
Under-Counted Tensor Completion with Neural Incorporation of AttributesCode0
Parity CalibrationCode0
BAND: Biomedical Alert News DatasetCode0
A Markov chain model to investigate the spread of antibiotic-resistant bacteria in hospitals—0
Bugs as Features (Part II): A Perspective on Enriching Microbiome-Gut-Brain Axis Analyses—0
Ontology for Healthcare Artificial Intelligence Privacy in Brazil—0
Using Geographic Location-based Public Health Features in Survival AnalysisCode0
Epidemic Control on a Large-Scale-Agent-Based Epidemiology Model using Deep Deterministic Policy Gradient—0
Learning interpretable causal networks from very large datasets, application to 400,000 medical records of breast cancer patients—0
JUNE-Germany: An Agent-Based Epidemiology Simulation including Multiple Virus Strains, Vaccinations and Testing Campaigns—0
Efficient simulation of individual-based population models: the R Package IBMPopSim—0
New n-consistent, numerically stable higher-order influence function estimators—0
Simulation algorithms for Markovian and non-Markovian epidemics—0
Bridging the Covid-19 Data and the Epidemiological Model using Time-Varying Parameter SIRD Model—0
At the crossroads of epidemiology and biology: bridging the gap between SARS-CoV-2 viral strain properties and epidemic wave characteristics—0
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
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