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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 331340 of 425 papers

TitleStatusHype
Parameter elimination in particle Gibbs samplingCode0
Distilling Importance Sampling for Likelihood Free InferenceCode0
Automatically Identifying Comparator Groups on Twitter for Digital Epidemiology of Pregnancy Outcomes0
Efficient comparison of independence structures of log-linear modelsCode0
Infant Mortality Prediction using Birth Certificate Data0
Multi-task Learning for Aggregated Data using Gaussian ProcessesCode0
The Kernel Spatial Scan Statistic0
Hijacking Malaria Simulators with Probabilistic Programming0
Unsupervised Machine Learning for the Discovery of Latent Disease Clusters and Patient Subgroups Using Electronic Health Records0
A Bayesian Monte Carlo approach for predicting the spread of infectious diseasesCode0
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