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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
Nature versus nurture in galaxy formation: the effect of environment on star formation with causal machine learning—0
Network Models in Epidemiology: Considering Discrete and Continuous Dynamics—0
Neural Network Augmented Compartmental Pandemic Models—0
New insights into population dynamics from the continuous McKendrick model—0
New results and open questions for SIR-PH epidemic models with linear birth rate, loss of immunity, vaccination, and disease and vaccination fatalities—0
New n-consistent, numerically stable higher-order influence function estimators—0
Non-explosivity of endotactic stochastic reaction systems—0
Nonsmooth convex optimization to estimate the Covid-19 reproduction number space-time evolution with robustness against low quality data—0
Objective measures for sentinel surveillance in network epidemiology—0
On Keiding's Equation and its relation to differential equations about prevalence and incidence in chronic disease epidemiology—0
Online Control in Population Dynamics—0
Online Optimization Methods for the Quantification Problem—0
On the Need and Applicability of Causality for Fairness: A Unified Framework for AI Auditing and Legal Analysis—0
On the Secure and Reconfigurable Multi-Layer Network Design for Critical Information Dissemination in the Internet of Battlefield Things (IoBT)—0
Ontology for Healthcare Artificial Intelligence Privacy in Brazil—0
Optimal Estimation of Change in a Population of Parameters—0
Optimality-preserving Reduction of Chemical Reaction Networks—0
Options on infectious diseases—0
Overview of the Fifth Social Media Mining for Health Applications (#SMM4H) Shared Tasks at COLING 2020—0
Pareto GAN: Extending the Representational Power of GANs to Heavy-Tailed Distributions—0
Partner support during pregnancy mediates social inequalities in maternal postpartum depression for non-migrant and first generation migrant women—0
PEACH Tree: A Multiple Sequence Alignment and Tree Display Tool for Epidemiologists—0
Performing clinical drug trials in children with a rare disease—0
Personalized Prognostic Models for Oncology: A Machine Learning Approach—0
Personalized Public Policy Analysis in Social Sciences using Causal-Graphical Normalizing Flows—0
Petri nets in epidemiology—0
Plague Dot Text: Text mining and annotation of outbreak reports of the Third Plague Pandemic (1894-1952)—0
Pneumococcus and the stress-gradient hypothesis: a trade-off links R_0 and susceptibility to co-colonization across countries—0
Point Process Modelling of Rumour Dynamics in Social Media—0
Population mobility, well-mixed clustering and disease spread: a look at COVID-19 Spread in the United States and preventive policy insights—0
Population-Scale Study of Human Needs During the COVID-19 Pandemic: Analysis and Implications—0
Predicting high dengue incidence in municipalities of Brazil using path signatures—0
Prediction of Prognosis and Survival of Patients with Gastric Cancer by Weighted Improved Random Forest Model—0
Equivariant online predictions of non-stationary time series—0
Primer C-VAE: An interpretable deep learning primer design method to detect emerging virus variants—0
Probing the Effect of Selection Bias on Generalization: A Thought Experiment—0
Production networks and epidemic spreading: How to restart the UK economy?—0
Products of Compartmental Models in Epidemiology—0
Public Goods Games in Disease Evolution and Spread—0
Quantitative clarification of key questions about COVID-19 epidemiology—0
Quantum-enhanced causal discovery for a small number of samples—0
Reaction-diffusion equations in mathematical models arising in epidemiology—0
Real-time growth rate for general stochastic SIR epidemics on unclustered networks—0
Recovering Unobserved Network Links from Aggregated Relational Data: Discussions on Bayesian Latent Surface Modeling and Penalized Regression—0
Redefining Influenza Transmission Seasonality Using the Novel Seasonality Index—0
Reduction in respiratory mortality not associated with influenza in Russia: effect of the introduction of pneumococcal vaccination (PCV13), or improvement in care?—0
Reformulating the SIR model in terms of the number of COVID-19 detected cases: well-posedness of the observational model—0
Phase transition in Kermack-McKendrick Model of Epidemic: Effects of Additional Nonlinearity and Introduction of Medicated Immunity—0
Revisiting the exclusion principle in epidemiology at its ultimate limit—0
Role-specific Language Models for Processing Recorded Neuropsychological Exams—0
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