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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 5160 of 425 papers

TitleStatusHype
Learning Interpretable Network Dynamics via Universal Neural Symbolic Regression0
Discovering Latent Structural Causal Models from Spatio-Temporal Data0
TrajGPT: Controlled Synthetic Trajectory Generation Using a Multitask Transformer-Based Spatiotemporal ModelCode0
bursty_dynamics: A Python Package for Exploring the Temporal Properties of Longitudinal Data0
Compositional simulation-based inference for time seriesCode0
Stability in Reaction Network Models via an Extension of the Next Generation Matrix MethodCode0
Causal reasoning in difference graphs0
Adapting While Learning: Grounding LLMs for Scientific Problems with Intelligent Tool Usage Adaptation0
Multimodal Structure Preservation Learning0
Development of CODO: A Comprehensive Tool for COVID-19 Data Representation, Analysis, and Visualization0
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