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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 351–400 of 425 papers

TitleStatusHype
Machine-learned epidemiology: real-time detection of foodborne illness at scale—0
Distilling Information from a Flood: A Possibility for the Use of Meta-Analysis and Systematic Review in Machine Learning Research—0
Forecasting Treatment Responses Over Time Using Recurrent Marginal Structural NetworksCode0
Black-Box Autoregressive Density Estimation for State-Space Models—0
Model Selection Techniques -- An Overview—0
Uncertainty-aware generative models for inferring document class prevalenceCode0
Trusted Multi-Party Computation and Verifiable Simulations: A Scalable Blockchain Approach—0
Frontiers in Pigment Cell and Melanoma Research—0
The triennial International Pigment Cell Conference (IPCC)—0
Information-Theoretic Scoring Rules to Learn Additive Bayesian Network Applied to Epidemiology—0
Deep Learning for Epidemiological Predictions—0
Generalizing Correspondence Analysis for Applications in Machine Learning—0
Can adult mental health be predicted by childhood future-self narratives? Insights from the CLPsych 2018 Shared Task—0
Role-specific Language Models for Processing Recorded Neuropsychological Exams—0
Objective measures for sentinel surveillance in network epidemiology—0
Spatio-Temporal Neural Networks for Space-Time Series Forecasting and Relations Discovery—0
Spatial heterogeneity analyses identify limitations of epidemic alert systems: Monitoring influenza-like illness in France—0
A comprehensive review of Chronic Kidney Disease of Unknown Etiology—0
Antimicrobial resistance and use, and rates of hospitalization associated with bacterial infections, including sepsis—0
Did You Really Just Have a Heart Attack? Towards Robust Detection of Personal Health Mentions in Social MediaCode0
Deep clustering of longitudinal data—0
On the Secure and Reconfigurable Multi-Layer Network Design for Critical Information Dissemination in the Internet of Battlefield Things (IoBT)—0
FoodRepo: An Open Food Repository of Barcoded Food Products—0
Missing and spurious interaction in additive, multiplicative and odds ratio models—0
An innovative solution for breast cancer textual big data analysis—0
Spatio-Temporal Data Mining: A Survey of Problems and MethodsCode0
Three faces of node importance in network epidemiology: Exact results for small graphsCode0
Computational Content Analysis of Negative Tweets for Obesity, Diet, Diabetes, and Exercise—0
Discriminant chronicles mining: Application to care pathways analytics—0
GeoDict: an integrated gazetteerCode0
Detecting Personal Medication Intake in Twitter: An Annotated Corpus and Baseline Classification System—0
Investigating the Documentation of Electronic Cigarette Use in the Veteran Affairs Electronic Health Record: A Pilot Study—0
HLP@UPenn at SemEval-2017 Task 4A: A simple, self-optimizing text classification system combining dense and sparse vectors—0
Products of Compartmental Models in Epidemiology—0
Impact of misinformation in temporal network epidemiology—0
Cost-efficient vaccination protocols for network epidemiology—0
Guided Deep List: Automating the Generation of Epidemiological Line Lists from Open SourcesCode0
Spatio-temporal data mining in ecological and veterinary epidemiology—0
Data, tools and resources for mining social media drug chatter—0
Estimating the Size of a Large Network and its Communities from a Random Sample—0
Lumbar degenerative spondylolisthesis epidemiology: a systemic review with a focus on gender-specific and age-specific prevalence—0
An epidemiological model of viral infections in a Varroa-infested bee colony: the case of a bee-dependent mite population size—0
Mind the scales: Harnessing spatial big data for infectious disease surveillance and inference—0
Identifying First Episodes of Psychosis in Psychiatric Patient Records using Machine Learning—0
On Keiding's Equation and its relation to differential equations about prevalence and incidence in chronic disease epidemiology—0
Personalized Prognostic Models for Oncology: A Machine Learning Approach—0
Modeling Spatial Invasion of Ebola in West Africa—0
Online Optimization Methods for the Quantification Problem—0
Viral epidemiology of the adult Apis Mellifera infested by the Varroa destructor mite—0
Dynamics and Control of Infections on Social Networks—0
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