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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 101125 of 425 papers

TitleStatusHype
A Semi-Supervised Machine Learning Approach to Detecting Recurrent Metastatic Breast Cancer Cases Using Linked Cancer Registry and Electronic Medical Record Data0
A multi-scale model of virus pandemic: Heterogeneous interactive entities in a globally connected world0
A systems biology approach to COVID-19 progression in a population0
An activation-clearance model for Plasmodium vivax malaria0
Cox process representation and inference for stochastic reaction-diffusion processes0
Creating a Discipline-specific Commons for Infectious Disease Epidemiology0
Creation and use of Language Resources in a Question-Answering eHealth System0
A spatio-temporal framework for modelling wastewater concentration during the COVID-19 pandemic0
Data Assimilation Predictive GAN (DA-PredGAN): applied to determine the spread of COVID-190
Data-driven deep learning algorithms for time-varying infection rates of COVID-19 and mitigation measures0
Bridging the Covid-19 Data and the Epidemiological Model using Time-Varying Parameter SIRD Model0
A Novel Epidemiological Approach to Geographically Mapping Population Dry Eye Disease in the United States through Google Trends0
Bridging the COVID-19 Data and the Epidemiological Model using Time Varying Parameter SIRD Model0
Data needs for integrated economic-epidemiological models of pandemic mitigation policies0
Data, tools and resources for mining social media drug chatter0
Deep clustering of longitudinal data0
Deep Learning applications for COVID-190
Deep Learning for Epidemiological Predictions0
Generalizing Correspondence Analysis for Applications in Machine Learning0
Deep spatio-temporal point processes: Advances and new directions0
Understanding Multistationarity of Fully Open Reaction Networks0
Black-Box Autoregressive Density Estimation for State-Space Models0
A note on metapopulation models0
Development of CODO: A Comprehensive Tool for COVID-19 Data Representation, Analysis, and Visualization0
Algorithmic Reduction of Biological Networks With Multiple Time Scales0
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