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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 21–30 of 425 papers

TitleStatusHype
Dynamic Graph Structure Estimation for Learning Multivariate Point Process using Spiking Neural Networks—0
Topological Properties of the Effective Reproduction Number in an Heterogeneous SIS Model—0
Coupling plankton and cholera dynamics: insights into outbreak prediction and practical disease management—0
Bayesian Semi-Parametric Spatial Dispersed Count Model for Precipitation Analysis—0
Structural and Practical Identifiability of Phenomenological Growth Models for Epidemic Forecasting—0
Optimal virulence strategies in epidemiological models with asymptomatic transmissionCode0
Primer C-VAE: An interpretable deep learning primer design method to detect emerging virus variants—0
Advancing calibration for stochastic agent-based models in epidemiology with Stein variational inference and Gaussian process surrogatesCode0
Yesil o1 Pro: Evidence-Based AI Model for Health and Benchmarking in Clinical Decision Support—0
Filtered Markovian Projection: Dimensionality Reduction in Filtering for Stochastic Reaction NetworksCode0
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