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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 1120 of 425 papers

TitleStatusHype
METS-CoV: A Dataset of Medical Entity and Targeted Sentiment on COVID-19 Related TweetsCode1
Neural parameter calibration for large-scale multi-agent modelsCode1
Differentiable Agent-based EpidemiologyCode1
LAPIS is a fast web API for massive open virus sequencing databasesCode1
Enhancing crowd flow prediction in various spatial and temporal granularitiesCode1
Wastewater catchment areas in Great BritainCode1
Detecting Anomalies within Time Series using Local Neural TransformationsCode1
TCube: Domain-Agnostic Neural Time-series NarrationCode1
Mandoline: Model Evaluation under Distribution ShiftCode1
Encoding physics to learn reaction-diffusion processesCode1
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