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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 201–225 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
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