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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 5175 of 425 papers

TitleStatusHype
An activation-clearance model for Plasmodium vivax malaria0
A new formulation of compartmental epidemic modelling for arbitrary distributions of incubation and removal times0
A spatio-temporal framework for modelling wastewater concentration during the COVID-19 pandemic0
A survey of Bayesian Network structure learning0
A Markov chain model to investigate the spread of antibiotic-resistant bacteria in hospitals0
A Survey on Large-Population Systems and Scalable Multi-Agent Reinforcement Learning0
At the crossroads of epidemiology and biology: bridging the gap between SARS-CoV-2 viral strain properties and epidemic wave characteristics0
Automated Stitching of Coral Reef Images and Extraction of Features for Damselfish Shoaling Behavior Analysis0
Automatically Identifying Comparator Groups on Twitter for Digital Epidemiology of Pregnancy Outcomes0
An epidemiological model of viral infections in a Varroa-infested bee colony: the case of a bee-dependent mite population size0
A quantitative compendium of COVID-19 epidemiology0
A New Perspective on Determining Disease Invasion and Population Persistence in Heterogeneous Environments0
Unsupervised Machine Learning for the Discovery of Latent Disease Clusters and Patient Subgroups Using Electronic Health Records0
Causal Dynamic Variational Autoencoder for Counterfactual Regression in Longitudinal Data0
Defining the lead time of wastewater-based epidemiology for COVID-190
Application of Mathematical Epidemiology to crop vector-borne diseases. The cassava mosaic virus disease case0
A machine learning-based severity prediction tool for diabetic sensorimotor polyneuropathy using Michigan neuropathy screening instrumentations0
Anytime Influence Bounds and the Explosive Behavior of Continuous-Time Diffusion Networks0
A deep learning modeling framework to capture mixing patterns in reactive-transport systems0
Causal Discovery from Poisson Branching Structural Causal Model Using High-Order Cumulant with Path Analysis0
Causal reasoning in difference graphs0
Antimicrobial resistance and use, and rates of hospitalization associated with bacterial infections, including sepsis0
An SIRS-model considering waning efficiency and periodic re-vaccination0
Addressing Data Heterogeneity in Federated Learning of Cox Proportional Hazards Models0
Bugs as Features (Part II): A Perspective on Enriching Microbiome-Gut-Brain Axis Analyses0
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