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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 101–125 of 425 papers

TitleStatusHype
Statistical Models for Outbreak Detection of Measles in North Cotabato, Philippines—0
Addressing Data Heterogeneity in Federated Learning of Cox Proportional Hazards Models—0
A Numerical Comparison of Petri Net and Ordinary Differential Equation SIR Component ModelsCode0
An epidemical model with nonlocal spatial infections—0
Identifying Macro Conditional Independencies and Macro Total Effects in Summary Causal Graphs with Latent Confounding—0
A refractory density approach to a multi-scale SEIRS epidemic modelCode0
Understanding Multistationarity of Fully Open Reaction Networks—0
Bayesian calibration of stochastic agent based model via random forestCode0
Empowering Interdisciplinary Insights with Dynamic Graph Embedding Trajectories—0
Modeling, Inference, and Prediction in Mobility-Based Compartmental Models for Epidemiology—0
LT4SG@SMM4H24: Tweets Classification for Digital Epidemiology of Childhood Health Outcomes Using Pre-Trained Language Models—0
Flexible Parametric Inference for Space-Time Hawkes ProcessesCode0
Online Control in Population Dynamics—0
Causal Contrastive Learning for Counterfactual Regression Over Time—0
Interdisciplinary Expertise to Advance Equitable Explainable AI—0
Federated Learning for Non-factorizable Models using Deep Generative Prior ApproximationsCode0
WeatherFormer: A Pretrained Encoder Model for Learning Robust Weather Representations from Small Datasets—0
MentalQA: An Annotated Arabic Corpus for Questions and Answers of Mental Healthcare—0
Revisiting the exclusion principle in epidemiology at its ultimate limit—0
The Canadian VirusSeq Data Portal & Duotang: open resources for SARS-CoV-2 viral sequences and genomic epidemiology—0
An Interdisciplinary Perspective of the Built-Environment Microbiome—0
Computational Approaches of Modelling Human Papillomavirus Transmission and Prevention Strategies: A Systematic Review—0
Breaking New Ground, Reinforcing Old Gaps: Gender Disparities in Access to Emerging Research Frontiers—0
Time topological analysis of EEG using signature theory—0
Longitudinal Targeted Minimum Loss-based Estimation with Temporal-Difference Heterogeneous TransformerCode0
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