SOTAVerified

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 110 of 425 papers

TitleStatusHype
Epidemiology-Aware Neural ODE with Continuous Disease Transmission GraphCode2
TotalVibeSegmentator: Full Body MRI Segmentation for the NAKO and UK BiobankCode2
All-in-one simulation-based inferenceCode2
A Review of Graph Neural Networks in Epidemic ModelingCode2
Simulation-Based Inference for Global Health DecisionsCode2
Interpreting Temporal Graph Neural Networks with Koopman TheoryCode1
BACKTIME: Backdoor Attacks on Multivariate Time Series ForecastingCode1
Spatio-temporal Diffusion Point ProcessesCode1
Epidemiological Agent-Based Modelling Software (Epiabm)Code1
A Categorical Framework for Modeling with Stock and Flow DiagramsCode1
Show:102550
← PrevPage 1 of 43Next →

No leaderboard results yet.