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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 201–250 of 425 papers

TitleStatusHype
Discovering Latent Structural Causal Models from Spatio-Temporal Data—0
Discovering maximally consistent distribution of causal tournaments with Large Language Models—0
Discriminant chronicles mining: Application to care pathways analytics—0
Disease Event Detection based on Deep Modality Analysis—0
Distilling Information from a Flood: A Possibility for the Use of Meta-Analysis and Systematic Review in Machine Learning Research—0
Drawing and Analyzing Causal DAGs with DAGitty—0
Dynamic causal modelling of immune heterogeneity—0
Dynamic Graph Structure Estimation for Learning Multivariate Point Process using Spiking Neural Networks—0
Dynamics and Control of Infections on Social Networks—0
Eco-evolutionary tradeoffs in the dynamics of prion strain competition—0
Effective Resistance for Pandemics: Mobility Network Sparsification for High-Fidelity Epidemic Simulation—0
Effect of Out Of Vocabulary Terms on Inferring Eligibility Criteria for a Retrospective Study in Hebrew EHR—0
Efficient simulation of individual-based population models: the R Package IBMPopSim—0
Embedded model discrepancy: A case study of Zika modeling—0
Empowering individual trait prediction using interactions—0
Empowering Interdisciplinary Insights with Dynamic Graph Embedding Trajectories—0
Enriching Epidemiological Thematic Features For Disease Surveillance Corpora Classification—0
Epidemic Control on a Large-Scale-Agent-Based Epidemiology Model using Deep Deterministic Policy Gradient—0
Epidemic control via stochastic optimal control—0
Epidemiology-informed Graph Neural Network for Heterogeneity-aware Epidemic Forecasting—0
Epidemiology-informed Network for Robust Rumor Detection—0
Estimating Peer Direct and Indirect Effects in Observational Network Data—0
Estimating Categorical Counterfactuals via Deep Twin Networks—0
Estimating the Size of a Large Network and its Communities from a Random Sample—0
Ethnic Disparities of Female Infiltrating Duct and Lobular Breast Cancer Survival by Cancer Stage: Findings From SEER 2006-2010—0
Evidence Aggregation for Treatment Choice—0
Exact epidemic models from a tensor product formulation—0
Exact inference and learning for cumulative distribution functions on loopy graphs—0
Explicit mathematical epidemiology results on age renewal kernels and R0 formulas are often consequences of the rank one property of the next generation matrix—0
Exploring Label Dependency in Active Learning for Phenotype Mapping—0
Extraction of Pharmacokinetic Evidence of Drug-drug Interactions from the Literature—0
Fast Learning of Multidimensional Hawkes Processes via Frank-Wolfe—0
Fiber decomposition of deterministic reaction networks with applications—0
Finding Negative Symptoms of Schizophrenia in Patient Records—0
FoodRepo: An Open Food Repository of Barcoded Food Products—0
Foundations and modelling of dynamic networks using Dynamic Graph Neural Networks: A survey—0
From the Black-Karasinski to the Verhulst model to accommodate the unconventional Fed's policy—0
Frontiers in Pigment Cell and Melanoma Research—0
Gearing Gaussian process modeling and sequential design towards stochastic simulators—0
Breaking New Ground, Reinforcing Old Gaps: Gender Disparities in Access to Emerging Research Frontiers—0
Generalised Gillespie Algorithms for Simulations in a Rule-Based Epidemiological Model Framework—0
Generalization bounds and algorithms for estimating conditional average treatment effect of dosage—0
Geometric approach for non pharmaceutical interventions in epidemiology—0
Global and local epidemiology of Group A Streptococcus indicates that naturally-acquired immunity is enduring and strain-specific—0
Global sensitivity analysis for stochastic simulators based on generalized lambda surrogate models—0
GRASMOS: Graph Signage Model Selection for Gene Regulatory Networks—0
Group centrality in optimal and suboptimal vaccination for epidemic models in contact networks—0
Guidelines in Wastewater-based Epidemiology of SARS-CoV-2 with Diagnosis—0
Handling uncertainty using features from pathology: opportunities in primary care data for developing high risk cancer survival methods—0
Hard Encoding of Physics for Learning Spatiotemporal Dynamics—0
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