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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 401410 of 425 papers

TitleStatusHype
Challenges for machine learning in clinical translation of big data imaging studiesCode0
Combining Pseudo-Point and State Space Approximations for Sum-Separable Gaussian ProcessesCode0
Stability in Reaction Network Models via an Extension of the Next Generation Matrix MethodCode0
Uncertainty-aware generative models for inferring document class prevalenceCode0
Amortized Simulation-Based Frequentist Inference for Tractable and Intractable LikelihoodsCode0
Multi-fidelity Hierarchical Neural ProcessesCode0
A Likelihood-Free Approach to Goal-Oriented Bayesian Optimal Experimental DesignCode0
Under-Counted Tensor Completion with Neural Incorporation of AttributesCode0
The impact of recovery rate heterogeneity in achieving herd immunityCode0
Bayesian calibration of stochastic agent based model via random forestCode0
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