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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 151–200 of 425 papers

TitleStatusHype
Group centrality in optimal and suboptimal vaccination for epidemic models in contact networks—0
GRASMOS: Graph Signage Model Selection for Gene Regulatory Networks—0
A review of matrix SIR Arino epidemic models—0
A Modified PINN Approach for Identifiable Compartmental Models in Epidemiology with Applications to COVID-19—0
A framework for the modelling and the analysis of epidemiological spread in commuting populations—0
A comprehensive review of Chronic Kidney Disease of Unknown Etiology—0
Controlling Epidemic Spread using Probabilistic Diffusion Models on Networks—0
Continuous and discrete compartmental models for infectious disease—0
A review of commonly used compartmental models in epidemiology—0
Generalised Gillespie Algorithms for Simulations in a Rule-Based Epidemiological Model Framework—0
Gearing Gaussian process modeling and sequential design towards stochastic simulators—0
Are Statistical Methods Obsolete in the Era of Deep Learning?—0
A Mathematical Model of COVID-19 Transmission—0
Computational Content Analysis of Negative Tweets for Obesity, Diet, Diabetes, and Exercise—0
Foundations and modelling of dynamic networks using Dynamic Graph Neural Networks: A survey—0
Computational Approaches of Modelling Human Papillomavirus Transmission and Prevention Strategies: A Systematic Review—0
FoodRepo: An Open Food Repository of Barcoded Food Products—0
Compartmental and cellular automaton SEIRS epidemiology models for the COVID-19 pandemic with the effects of temporal immunity and vaccination—0
A quantitative compendium of COVID-19 epidemiology—0
A Markov chain model to investigate the spread of antibiotic-resistant bacteria in hospitals—0
Finding Negative Symptoms of Schizophrenia in Patient Records—0
Fiber decomposition of deterministic reaction networks with applications—0
Innovations in Integrating Machine Learning and Agent-Based Modeling of Biomedical Systems—0
Defining the lead time of wastewater-based epidemiology for COVID-19—0
Fast Learning of Multidimensional Hawkes Processes via Frank-Wolfe—0
Extraction of Pharmacokinetic Evidence of Drug-drug Interactions from the Literature—0
Exploring Label Dependency in Active Learning for Phenotype Mapping—0
Combining COVID-19 Vaccination with Social Distancing Measures—0
Application of Mathematical Epidemiology to crop vector-borne diseases. The cassava mosaic virus disease case—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
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
Exact inference and learning for cumulative distribution functions on loopy graphs—0
Breaking New Ground, Reinforcing Old Gaps: Gender Disparities in Access to Emerging Research Frontiers—0
Exact epidemic models from a tensor product formulation—0
Generalization bounds and algorithms for estimating conditional average treatment effect of dosage—0
Evidence Aggregation for Treatment Choice—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
Ethnic Disparities of Female Infiltrating Duct and Lobular Breast Cancer Survival by Cancer Stage: Findings From SEER 2006-2010—0
Estimating the Size of a Large Network and its Communities from a Random Sample—0
Causal reasoning in difference graphs—0
Estimating Categorical Counterfactuals via Deep Twin Networks—0
Estimating Peer Direct and Indirect Effects in Observational Network Data—0
Handling uncertainty using features from pathology: opportunities in primary care data for developing high risk cancer survival methods—0
Causal Dynamic Variational Autoencoder for Counterfactual Regression in Longitudinal Data—0
Anytime Influence Bounds and the Explosive Behavior of Continuous-Time Diffusion Networks—0
A machine learning-based severity prediction tool for diabetic sensorimotor polyneuropathy using Michigan neuropathy screening instrumentations—0
A deep learning modeling framework to capture mixing patterns in reactive-transport systems—0
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