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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 251–300 of 425 papers

TitleStatusHype
Nearest Neighbor Sampling for Covariate Shift Adaptation—0
Scalable Causal Structure Learning: Scoping Review of Traditional and Deep Learning Algorithms and New Opportunities in Biomedicine—0
Rule-based epidemic models—0
SEANN: A Domain-Informed Neural Network for Epidemiological Insights—0
Sélection de variables par le GLM-Lasso pour la prédiction du risque palustre—0
SemEval-2015 Task 14: Analysis of Clinical Text—0
Semiparametric Methods for Exposure Misclassification in Propensity Score-Based Time-to-Event Data Analysis—0
Sensor data-driven analysis for identification of causal relationships between exposure to air pollution and respiratory rate in asthmatics—0
Sentiment Analysis and Text Analysis of the Public Discourse on Twitter about COVID-19 and MPox—0
Significant Ties Graph Neural Networks for Continuous-Time Temporal Networks Modeling—0
Simulating biochemical reactions: The Linear Noise Approximation can capture non-linear dynamics—0
Simulation algorithms for Markovian and non-Markovian epidemics—0
Six Decades Post-Discovery of Taylor's Power Law: From Ecological and Statistical Universality, Through Prime Number Distributions and Tipping-Point Signals, to Heterogeneity and Stability of Complex Networks—0
Sliding-mode theory under feedback constraints and the problem of epidemic control—0
SNPs Filtered by Allele Frequency Improve the Prediction of Hypertension Subtypes—0
Solvable delay model for epidemic spreading: the case of Covid-19 in Italy—0
Spatial CUSUM for Signal Region Detection—0
Spatial heterogeneity analyses identify limitations of epidemic alert systems: Monitoring influenza-like illness in France—0
Spatiotemporal Data Mining: A Survey—0
Spatiotemporal Data Mining: A Survey on Challenges and Open Problems—0
Spatio-temporal data mining in ecological and veterinary epidemiology—0
Spatio-Temporal Neural Networks for Space-Time Series Forecasting and Relations Discovery—0
Spatio-temporal Parking Behaviour Forecasting and Analysis Before and During COVID-19—0
Spatio-Temporal Variability of the Pepper Mild Mottle Virus Biomarker in Wastewater—0
Spread of variants of epidemic disease based on the microscopic numerical simulations on networks—0
Statistical Models for Outbreak Detection of Measles in North Cotabato, Philippines—0
Stochastic compartmental models of COVID-19 pandemic must have temporally correlated uncertainties—0
Structural and Practical Identifiability of Phenomenological Growth Models for Epidemic Forecasting—0
Structural causal influence (SCI) captures the forces of social inequality in models of disease dynamics—0
An agent-based modeling approach for real-world economic systems: Example and calibration with a Social Accounting Matrix of Spain—0
Superinfection and the hypnozoite reservoir for Plasmodium vivax: a general framework—0
Supervised Machine Learning Models for Prediction of COVID-19 Infection using Epidemiology Dataset—0
Supporting Regularized Logistic Regression Privately and Efficiently—0
Symbolic Foundation Regressor on Complex Networks—0
Temporal Scale Estimation for Oversampled Network Cascades: Theory, Algorithms, and Experiment—0
The Benefits of a Model of Annotation—0
The Canadian VirusSeq Data Portal & Duotang: open resources for SARS-CoV-2 viral sequences and genomic epidemiology—0
The EpiBench Platform to Propel AI/ML-based Epidemic Forecasting: A Prototype Demonstration Reaching Human Expert-level Performance—0
The evolutionary epidemiology of pathogens during vaccination campaigns—0
The field theoretical ABC of epidemic dynamics—0
The Kernel Spatial Scan Statistic—0
The k-statistics approach to epidemiology—0
The Multi-phase spatial meta-heuristic algorithm for public health emergency transportation—0
The network epidemiology of an Ebola epidemic—0
The triennial International Pigment Cell Conference (IPCC)—0
The two-clock problem in population dynamics—0
Thought Viruses and Asset Prices—0
Tight Bounds for Influence in Diffusion Networks and Application to Bond Percolation and Epidemiology—0
Time topological analysis of EEG using signature theory—0
Topological Properties of the Effective Reproduction Number in an Heterogeneous SIS Model—0
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