Definition and validation of a predictive model to identify COPD patients from administrative databases

L. Bauleo, N. Agabiti, U. Kirchmayer, V. Belleudi, L. Pinnarelli, S. Cascini, D. Fusco, M. Arcà, M. Davoli (Rome, Italy)

Source: Annual Congress 2011 - Respiratory epidemiology: methods, definitions and phenotypes
Session: Respiratory epidemiology: methods, definitions and phenotypes
Session type: Thematic Poster Session
Number: 4158
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:
L. Bauleo, N. Agabiti, U. Kirchmayer, V. Belleudi, L. Pinnarelli, S. Cascini, D. Fusco, M. Arcà, M. Davoli (Rome, Italy). Definition and validation of a predictive model to identify COPD patients from administrative databases. Eur Respir J 2011; 38: Suppl. 55, 4158

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:
A general framework to implement predictive models for hospitalizations: Application to COPD
Source: International Congress 2017 – Best abstracts in the management of chronic respiratory diseases
Year: 2017


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


Validation of asthma diagnostic codes in the administrative health databases of Québec, Canada
Source: Eur Respir J 2004; 24: Suppl. 48, 597s
Year: 2004

Clinical COPD phenotypes identified by cluster analysis: validation with mortality
Source: Eur Respir J 2012; 40: 495-496
Year: 2012


Mortality risk prediction in COPD by a prognostic biomarker panel – Results of a derivation and validation cohort with a long term follow-up
Source: International Congress 2014 – Markers
Year: 2014

Health status predicts long-term outcomes in patients with chronic obstructive pulmonary disease (COPD): Pooled analysis of patient-level data from the COPD biomarker qualification consortium database
Source: International Congress 2015 – Notable abstracts in exacerbations, mechanisms and biomarkers in COPD
Year: 2015

Clinical features and functional parameters predict the probability of ACO in patients with asthma and COPD
Source: International Congress 2018 – Airway disease: recent discoveries
Year: 2018

A predictive model for classifying COPD patients according to CT emphysema extent by using functional data and BMI
Source: International Congress 2017 – Imaging markers for COPD and asthma
Year: 2017

Self-reported COPD: spirometric validation in a resource limited setting
Source: Annual Congress 2008 - COPD in the elderly - quality of life and scores in COPD
Year: 2008


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



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


External validation of the updated ADO score to predict mortality in COPD patients from the Birmingham COPD cohort
Source: International Congress 2019 – Epidemiology of airway diseases in primary care
Year: 2019


Clinical phenotyping of COPD patients: a simple tool with prognosis value
Source: International Congress 2018 – COPD phenotypes: a1 antitrypsin deficiency and beyond
Year: 2018



Clinical prognostic tools and their use in COPD.
Source: Virtual Congress 2020 – Clinical and functional evaluation of COPD
Year: 2020


External validation of the French predictive model to estimate PAH survival: A REVEAL analysis
Source: Annual Congress 2012 - Pulmonary circulation: clinical databases and registries
Year: 2012


Prediction of one or two years’ exacerbation free time in primary care COPD patients, a validated prediction nomogram
Source: International Congress 2017 – Primary care diagnosis, assessment and management of COPD
Year: 2017

The validation of the COPD screening questionnaires and establishment for the detection of COPD subjects in the general medical check-up setting.
Source: International Congress 2019 – Clinical implications of COPD management
Year: 2019

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


External validation of two prognostic scores predicting exacerbations in ECLIPSE COPD patients
Source: Virtual Congress 2020 – Airflow obstruction, COPD and comorbidities
Year: 2020