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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 8190 of 425 papers

TitleStatusHype
Congruity of genomic and epidemiological data in modeling of local cholera outbreaksCode0
Challenges for machine learning in clinical translation of big data imaging studiesCode0
Confound-leakage: Confound Removal in Machine Learning Leads to LeakageCode0
Accelerating Simulation-based Inference with Emerging AI HardwareCode0
GeoDict: an integrated gazetteerCode0
Combining Pseudo-Point and State Space Approximations for Sum-Separable Gaussian ProcessesCode0
Correspondence Analysis Using Neural NetworksCode0
Compositional simulation-based inference for time seriesCode0
A refractory density approach to a multi-scale SEIRS epidemic modelCode0
Bayesian calibration of stochastic agent based model via random forestCode0
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