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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 326–350 of 425 papers

TitleStatusHype
A framework for the modelling and the analysis of epidemiological spread in commuting populations—0
A Generalization Bound of Deep Neural Networks for Dependent Data—0
Agent based simulators for epidemic modelling: Simulating larger models using smaller ones—0
A Hamiltonian Higher-Order Elasticity Framework for Dynamic Diagnostics(2HOED)—0
A hybrid transmission model for Plasmodium vivax accounting for superinfection, immunity and the hypnozoite reservoir—0
Algorithmic approach for an unique definition of the next generation matrix—0
Algorithmic Reduction of Biological Networks With Multiple Time Scales—0
A machine learning-based severity prediction tool for diabetic sensorimotor polyneuropathy using Michigan neuropathy screening instrumentations—0
A Markov chain model to investigate the spread of antibiotic-resistant bacteria in hospitals—0
A Mathematical Model of COVID-19 Transmission—0
A Modified PINN Approach for Identifiable Compartmental Models in Epidemiology with Applications to COVID-19—0
A multi-scale model of virus pandemic: Heterogeneous interactive entities in a globally connected world—0
An activation-clearance model for Plasmodium vivax malaria—0
An AI-assisted Economic Model of Endogenous Mobility and Infectious Diseases: The Case of COVID-19 in the United States—0
An epidemical model with nonlocal spatial infections—0
An epidemiological model of viral infections in a Varroa-infested bee colony: the case of a bee-dependent mite population size—0
A New Perspective on Determining Disease Invasion and Population Persistence in Heterogeneous Environments—0
An Explainable AI Approach to Large Language Model Assisted Causal Model Auditing and Development—0
An innovative solution for breast cancer textual big data analysis—0
An Interdisciplinary Perspective of the Built-Environment Microbiome—0
A note on metapopulation models—0
A Novel Epidemiological Approach to Geographically Mapping Population Dry Eye Disease in the United States through Google Trends—0
An SIRS-model considering waning efficiency and periodic re-vaccination—0
Antimicrobial resistance and use, and rates of hospitalization associated with bacterial infections, including sepsis—0
Anytime Influence Bounds and the Explosive Behavior of Continuous-Time Diffusion Networks—0
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