Actimetry Protocol in COPD Patients
NCT05918003 · Status: UNKNOWN · Type: OBSERVATIONAL · Enrollment: 104
Last updated 2023-06-26
Summary
Recently, the principal investigator published an EI predictive Machine Learning algorithm based solely on clinical data, without any physical activity measures, collected from 1 409 patients. The GOLD standard of EI was defined on the basis of interrogation criteria. Patients considered as EI reported walking less than 10 minutes per day on average, and the pulmonologist judged that the patient had mainly "domestic activities".
Despite the subjective nature of the GOLD standard, the algorithm validated on a test sample had an error rate of only 13.7% (AUROC: 0.84, CI95% \[0.75-0.92\]). In the total study population (n=1409), 34% of patients were ultimately classified as EIs by the algorithm, in agreement with the results of studies using actimetry as the GOLD standard.
The principal investigator now wish to verify and improve the validity of the MLA on a new smaller population of 104 patients, using a physiological GOLD standard such as three-dimensional actimetry.
Conditions
- COPD
- Inactivity, Physical
Sponsors & Collaborators
-
Icadom
collaborator INDUSTRY -
Association pour la Complementarite des Connaissances et des Pratiques de la Pneumologie
lead OTHER
Principal Investigators
-
Bernard Aguilaniu, M.D. PhD · Association pour la Complementarite des Connaissances et des Pratiques de la Pneumologie
Eligibility
- Min Age
- 18 Years
- Sex
- ALL
- Healthy Volunteers
- No
Timeline & Regulatory
- Start
- 2023-01-01
- Primary Completion
- 2023-09-30
- Completion
- 2023-12-31
Countries
- France
Study Locations
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