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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

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Showing 376–400 of 425 papers

TitleStatusHype
Bugs as Features (Part II): A Perspective on Enriching Microbiome-Gut-Brain Axis Analyses—0
bursty_dynamics: A Python Package for Exploring the Temporal Properties of Longitudinal Data—0
Can adult mental health be predicted by childhood future-self narratives? Insights from the CLPsych 2018 Shared Task—0
Causal Contrastive Learning for Counterfactual Regression Over Time—0
Causal Discovery from Poisson Branching Structural Causal Model Using High-Order Cumulant with Path Analysis—0
Causal Dynamic Variational Autoencoder for Counterfactual Regression in Longitudinal Data—0
Causal reasoning in difference graphs—0
Combining COVID-19 Vaccination with Social Distancing Measures—0
Innovations in Integrating Machine Learning and Agent-Based Modeling of Biomedical Systems—0
Compartmental and cellular automaton SEIRS epidemiology models for the COVID-19 pandemic with the effects of temporal immunity and vaccination—0
Computational Approaches of Modelling Human Papillomavirus Transmission and Prevention Strategies: A Systematic Review—0
Computational Content Analysis of Negative Tweets for Obesity, Diet, Diabetes, and Exercise—0
Continuous and discrete compartmental models for infectious disease—0
Controlling Epidemic Spread using Probabilistic Diffusion Models on Networks—0
Cost-efficient vaccination protocols for network epidemiology—0
Counterfactual Analysis in Dynamic Latent State Models—0
Coupling plankton and cholera dynamics: insights into outbreak prediction and practical disease management—0
A systems biology approach to COVID-19 progression in a population—0
Cox process representation and inference for stochastic reaction-diffusion processes—0
Creating a Discipline-specific Commons for Infectious Disease Epidemiology—0
Creation and use of Language Resources in a Question-Answering eHealth System—0
Data Assimilation Predictive GAN (DA-PredGAN): applied to determine the spread of COVID-19—0
Data-driven deep learning algorithms for time-varying infection rates of COVID-19 and mitigation measures—0
Data-Driven Methods for Present and Future Pandemics: Monitoring, Modelling and Managing—0
Data needs for integrated economic-epidemiological models of pandemic mitigation policies—0
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