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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

Showing 5160 of 425 papers

TitleStatusHype
Cost-aware simulation-based inferenceCode0
Accelerating Simulation-based Inference with Emerging AI HardwareCode0
Cost Effective Reproduction Number Based Strategies for Reducing Deaths from COVID-19Code0
A Numerical Comparison of Petri Net and Ordinary Differential Equation SIR Component ModelsCode0
Correspondence Analysis Using Neural NetworksCode0
Filtered Markovian Projection: Dimensionality Reduction in Filtering for Stochastic Reaction NetworksCode0
Covariance regression with random forestsCode0
Forecasting Treatment Responses Over Time Using Recurrent Marginal Structural NetworksCode0
Gradient-based Bayesian Experimental Design for Implicit Models using Mutual Information Lower BoundsCode0
Combining Pseudo-Point and State Space Approximations for Sum-Separable Gaussian ProcessesCode0
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