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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 7180 of 425 papers

TitleStatusHype
Cost-aware simulation-based inferenceCode0
COVID-19 Twitter Dataset with Latent Topics, Sentiments and Emotions AttributesCode0
Confound-leakage: Confound Removal in Machine Learning Leads to LeakageCode0
Compositional simulation-based inference for time seriesCode0
Congruity of genomic and epidemiological data in modeling of local cholera outbreaksCode0
Cost Effective Reproduction Number Based Strategies for Reducing Deaths from COVID-19Code0
Challenges for machine learning in clinical translation of big data imaging studiesCode0
Distilling Importance Sampling for Likelihood Free InferenceCode0
Clustering and Pruning in Causal Data FusionCode0
Bayesian calibration of stochastic agent based model via random forestCode0
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