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NCT07663591Not yet recruiting

Machine Learning Prediction of Respiratory Muscle Changes and Ventilatory Responses After Incretin-Based Therapy in Obesity

Prediction of Changes in Pulmonary Function, Respiratory Muscle Performance, and Ventilatory Responses Following Incretin-Based Therapy in Individuals With Obesity Using Machine Learning

Source: ClinicalTrials.gov · Last updated 23 Jun 2026

Brief summary (registry, in English)

This study aims to evaluate changes in respiratory function, respiratory muscle performance, and ventilatory responses following incretin-based therapy in individuals with obesity, and to identify predictors of these changes through the application of machine learning methods.

Status (registry)
Not yet recruiting
Study type
Observational
Enrollment
48 (estimated)
First submitted
17 Jun 2026
Start date
1 Jul 2026
Primary completion date
1 Jul 2026
Lead sponsor
Biruni University
Diseases
Obesity
NCT number
NCT07663591

What you commit to

  • Study type: Observational
  • Planned participants: 48
  • From 1 Jul 2026 to the primary completion date, 1 Jul 2026
  • No sites listed in no country
  • Visits and tests: ask the trial team, the registry does not list them

Built from the registry fields of ClinicalTrials.gov. It describes the study, not your situation.

Who cannot take part

Copied verbatim from ClinicalTrials.gov and grouped by topic. Only the trial team decides who can take part.

Prior treatment

  • Charlson Comorbidity Index (CCI) score ≥ 3 Uncontrolled arrhythmia, hypertension, heart failure, diabetes mellitus, or unstable angina pectoris Cognitive, orthopedic, or neurological conditions that may interfere with study assessments or treatment procedures History of lower extremity injury or surgery within the previous 6 months Diagnosis of diabetes mellitus with complications such as nephropathy, retinopathy, or neuropathy Presence of chronic respiratory disease Acute infection at the time of assessment Middle ear pathologies (e.g., tympanic membrane rupture or otitis) History of spontaneous or traumatic pneumothorax Current smoking Pregnancy STOP-Bang score ≥ 3 Participation in a structured weight-loss diet program or receipt of medical treatment for weight reduction during the assessment period History of endoscopic weight-loss procedures and/or bariatric surgery within the previous 12 months

Who the study is looking for

  • Individuals aged 25-60 years
  • Individuals with a body mass index (BMI) ≥ 30 kg/m² according to the World - Health Organization (WHO) classification of obesity
  • Individuals who voluntarily agree to participate in the study

Age in the registry: 25 years to 60 years · Sex: All · Accepts healthy volunteers

Full criteria on ClinicalTrials.gov

This page is information, not medical advice. Discuss any trial with your doctor.