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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 371380 of 425 papers

TitleStatusHype
Cost-aware simulation-based inferenceCode0
Heterogeneity in susceptibility dictates the order of epidemiological modelsCode0
SINDyG: Sparse Identification of Nonlinear Dynamical Systems from Graph-Structured DataCode0
Automatic ICD Coding Exploiting Discourse Structure and Reconciled Code EmbeddingsCode0
Synthetic Datasets for Machine Learning on Spatio-Temporal Graphs using PDEsCode0
Identifiable causal inference with noisy treatment and no side informationCode0
Disease control as an optimization problemCode0
Advancing calibration for stochastic agent-based models in epidemiology with Stein variational inference and Gaussian process surrogatesCode0
Distilling Importance Sampling for Likelihood Free InferenceCode0
Estimating Structural Target Functions using Machine Learning and Influence FunctionsCode0
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