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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 241250 of 425 papers

TitleStatusHype
A review of matrix SIR Arino epidemic models0
Generative Network-Based Reduced-Order Model for Prediction, Data Assimilation and Uncertainty QuantificationCode1
A Mathematical Model of COVID-19 Transmission0
Probing the Effect of Selection Bias on Generalization: A Thought Experiment0
Data Assimilation Predictive GAN (DA-PredGAN): applied to determine the spread of COVID-190
Policy Evaluation during a PandemicCode1
Gradient-based Bayesian Experimental Design for Implicit Models using Mutual Information Lower BoundsCode0
Hard Encoding of Physics for Learning Spatiotemporal Dynamics0
Cost Effective Reproduction Number Based Strategies for Reducing Deaths from COVID-19Code0
Modeling the COVID-19 pandemic: A primer and overview of mathematical epidemiology0
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