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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 3140 of 425 papers

TitleStatusHype
SINDyG: Sparse Identification of Nonlinear Dynamical Systems from Graph-Structured DataCode0
Disease control as an optimization problemCode0
COVID-19 Twitter Dataset with Latent Topics, Sentiments and Emotions AttributesCode0
COVID-19 epidemiology as emergent behavior on a dynamic transmission forestCode0
DAMNETS: A Deep Autoregressive Model for Generating Markovian Network Time SeriesCode0
Cost Effective Reproduction Number Based Strategies for Reducing Deaths from COVID-19Code0
A Behaviour and Disease Model of Testing and IsolationCode0
Covariance regression with random forestsCode0
Distilling Importance Sampling for Likelihood Free InferenceCode0
Confound-leakage: Confound Removal in Machine Learning Leads to LeakageCode0
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