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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 151–175 of 425 papers

TitleStatusHype
Epidemic Control on a Large-Scale-Agent-Based Epidemiology Model using Deep Deterministic Policy Gradient—0
Epidemic control via stochastic optimal control—0
An Interdisciplinary Perspective of the Built-Environment Microbiome—0
Can adult mental health be predicted by childhood future-self narratives? Insights from the CLPsych 2018 Shared Task—0
A Data-Driven Control-Theoretic Paradigm for Pandemic Mitigation with Application to Covid-19—0
Epidemiology-informed Graph Neural Network for Heterogeneity-aware Epidemic Forecasting—0
Epidemiology-informed Network for Robust Rumor Detection—0
Frontiers in Pigment Cell and Melanoma Research—0
Disease Event Detection based on Deep Modality Analysis—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
Bayesian ensemble learning for predicting health outcomes of multipollutant mixtures—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
Application of Mathematical Epidemiology to crop vector-borne diseases. The cassava mosaic virus disease case—0
Extraction of Pharmacokinetic Evidence of Drug-drug Interactions from the Literature—0
Fast Learning of Multidimensional Hawkes Processes via Frank-Wolfe—0
Innovations in Integrating Machine Learning and Agent-Based Modeling of Biomedical Systems—0
Fiber decomposition of deterministic reaction networks with applications—0
Defining the lead time of wastewater-based epidemiology for COVID-19—0
Finding Negative Symptoms of Schizophrenia in Patient Records—0
An innovative solution for breast cancer textual big data analysis—0
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