Oscillometry and Machine Learning Approaches

ConditionAsthma COPD
Trial statusRecruiting
Trial phaseNot listed
Trial typeObservational
Biological sexAll
Age18-99
SponsorFundació Institut de Recerca de l'Hospital de la Santa Creu i Sant Pau

About this trial

Unicentric retrospective study designed to analyses the performance of various machine learning approaches to predict patterns of chronic respiratory diseases such as asthma, based mainly on clinical information and respiratory spirometry/oscillometry.

Eligibility criteria

Qualifiers

18 - 90 years

Spirometry available

Confirmed clinical diagnosis of COPD, asthma, interstitial lung disease according to national or international guidelines

Disqualifiers

Acute respiratory infection

Trial design

Treatments tested in this trial

  • 1

Treatment groups

50 Participants
are divided into 1 treatment group