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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 351–375 of 425 papers

TitleStatusHype
A refractory density approach to a multi-scale SEIRS epidemic modelCode0
DAMNETS: A Deep Autoregressive Model for Generating Markovian Network Time SeriesCode0
A Numerical Comparison of Petri Net and Ordinary Differential Equation SIR Component ModelsCode0
Probabilistic AutoRegressive Neural Networks for Accurate Long-range ForecastingCode0
COVID-19 epidemiology as emergent behavior on a dynamic transmission forestCode0
GeoDict: an integrated gazetteerCode0
Covariance regression with random forestsCode0
A Behaviour and Disease Model of Testing and IsolationCode0
Unifying incidence and prevalence under a time-varying general branching processCode0
Mamba Integrated with Physics Principles Masters Long-term Chaotic System ForecastingCode0
Gradient-based Bayesian Experimental Design for Implicit Models using Mutual Information Lower BoundsCode0
BAND: Biomedical Alert News DatasetCode0
Practical and scalable simulations of non-Markovian stochastic processes and temporal networks with individual node propertiesCode0
Guided Deep List: Automating the Generation of Epidemiological Line Lists from Open SourcesCode0
Spatio-Temporal Data Mining: A Survey of Problems and MethodsCode0
Cost Effective Reproduction Number Based Strategies for Reducing Deaths from COVID-19Code0
Prediction of Lung Metastasis from Hepatocellular Carcinoma using the SEER DatabaseCode0
TrajGPT: Controlled Synthetic Trajectory Generation Using a Multitask Transformer-Based Spatiotemporal ModelCode0
Hardware-accelerated Simulation-based Inference of Stochastic Epidemiology Models for COVID-19Code0
Did You Really Just Have a Heart Attack? Towards Robust Detection of Personal Health Mentions in Social MediaCode0
Cost-aware simulation-based inferenceCode0
Heterogeneity in susceptibility dictates the order of epidemiological modelsCode0
SINDyG: Sparse Identification of Nonlinear Dynamical Systems from Graph-Structured DataCode0
Automatic ICD Coding Exploiting Discourse Structure and Reconciled Code EmbeddingsCode0
Synthetic Datasets for Machine Learning on Spatio-Temporal Graphs using PDEsCode0
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