A general framework to implement predictive models for hospitalizations: Application to COPD

H. Amadou Boubacar (Jouy-en-Josas, France)

Source: International Congress 2017 – Best abstracts in the management of chronic respiratory diseases
Session: Best abstracts in the management of chronic respiratory diseases
Session type: Poster Discussion
Number: 2006
Disease area: Airway diseases

Congress or journal article abstractE-poster

Rating: 0
You must login to grade this presentation.

Share or cite this content

Citations should be made in the following way:
H. Amadou Boubacar (Jouy-en-Josas, France). A general framework to implement predictive models for hospitalizations: Application to COPD. 2006

You must login to share this Presentation/Article on Twitter, Facebook, LinkedIn or by email.

Member's Comments

No comment yet.
You must Login to comment this presentation.


Related content which might interest you:
Evaluating COPD disease management: application of a theoretical model
Source: Annual Congress 2008 - Issues in the management of COPD in the community
Year: 2008


Definition and validation of a predictive model to identify COPD patients from administrative databases
Source: Annual Congress 2011 - Respiratory epidemiology: methods, definitions and phenotypes
Year: 2011


External validation of exacerbation and mortality outcomes of health economic decision models for COPD
Source: International Congress 2016 – Prevalence, prognosis, and risk factors of COPD
Year: 2016

Comparison of multidimensional assessment systems with regard to risk prediction for exacerbations of COPD
Source: Annual Congress 2011 - COPD exacerbation
Year: 2011

Design and assessment of an automated prediction model for 30-day re-hospitalization after a COPD exacerbation using genetic algorithms
Source: International Congress 2019 – Exacerbations and clinical impact of airway diseases
Year: 2019



Exploring the practical applications of a forecast of COPD admissions
Source: Eur Respir J 2005; 26: Suppl. 49, 544s
Year: 2005

Leveraging causal modeling to predict future COPD
Source: Virtual Congress 2021 – Prediction of exacerbations in patients with COPD
Year: 2021


Learning to care: Using machine learning to improve prediction of COPD admissions
Source: International Congress 2015 – Management of COPD and other respiratory diseases in primary care
Year: 2015

The evaluation of a tele-monitoring model (Teleheath) as an aid in the case management of patients with COPD
Source: Annual Congress 2012 - Effectiveness of therapeutic interventions in primary care
Year: 2012


Genome-based risk prediction of asthma and COPD: applicability and psychological issues
Source: Annual Congress 2012 - Genetics and genomics in asthma and COPD: prediction and personalised medicine
Year: 2012


The GOLD COPD categories are inaccurate in predicting future risk in a UK primary care dataset and the 2014 changes to cut-off values have not helped
Source: International Congress 2014 – Respiratory disease management in primary care
Year: 2014


Developing a claims’-based algorithm to identify US patients with COPD
Source: International Congress 2019 – More and more COPD
Year: 2019


Detecting undiagnosed COPD: Using routine primary care data to select and validate candidate variables for COPD risk prediction
Source: Annual Congress 2013 –Early diagnosis and effectiveness of disease management in primary care
Year: 2013


Comparing the cost-effectiveness of a wide range of COPD interventions using a stochastic population model for COPD
Source: Annual Congress 2011 - Respiratory epidemiology: quality of life, therapy and socioeconomics
Year: 2011

COPD: algorithms and clinical management
Source: Eur Respir J, 50 (5) 1701733; 10.1183/13993003.01733-2017
Year: 2017



A multivariate geo-statistical Bayesian model for analyzing the spatial prevalence of COPD: Implications on risk factors
Source: International Congress 2015 – Epidemiology of respiratory disease
Year: 2015

Integrated care: a new model for COPD management?
Source: Eur Respir J 2006; 28: 4-6
Year: 2006


Introducing a new prognostic instrument for long-term mortality prediction among COPD patients - the CADOT index.
Source: International Congress 2019 – Advances in clinical management of COPD
Year: 2019


Reduction in acute hospital resource use by patients with severe COPD: an integrated facilitated care model
Source: Eur Respir J 2005; 26: Suppl. 49, 285s
Year: 2005

A competence framework to support the development of the workforce to deliver improved outcomes for patients with COPD and asthma
Source: Annual Congress 2012 - Professional development and advanced practice roles in respiratory nursing
Year: 2012