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Machine Learning Prediction of Respiratory Muscle Changes and Ventilatory Responses After Incretin-Based Therapy in Obesity
Sponsor: Biruni University
Summary
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.
Official title: Prediction of Changes in Pulmonary Function, Respiratory Muscle Performance, and Ventilatory Responses Following Incretin-Based Therapy in Individuals With Obesity Using Machine Learning
Key Details
Gender
All
Age Range
25 Years - 60 Years
Study Type
OBSERVATIONAL
Enrollment
48
Start Date
2026-07-01
Completion Date
2026-07-30
Last Updated
2026-06-23
Healthy Volunteers
Yes
Conditions
Interventions
Incretin-based therapy
This study is a secondary analysis of data obtained from individuals with obesity who received incretin-based therapy in routine clinical practice. No study-specific intervention was assigned by the investigators.